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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

9,602 results · 1 filter active ·
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
9,602 works in the cohort · of 4,299,418page 107 of 193

Labels cover 10 of 9,602 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 9,602 of 9,602 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
TREND: Office of Postsecondary Education. College Athletics: Total Participation | State: Connecticut, Maine, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island | Educational Institution: Southern New Hampshire University, New York University, Rutgers University-New Brunswick, Pennsylvania State University-Main Campus, Temple University, Harvard University, University at Buffalo, Columbia University in the City of New York, University of Massachusetts-Amherst, University of Pittsburgh-Pittsburgh Campus, University of Connecticut, Stony Brook University, University of Pennsylvania, Cornell University, Northeastern University, St John's University-New York, Montclair State University, CUNY Queens College, Rowan University, University of Massachusetts-Lowell, CUNY Bernard M Baruch College, University of Rhode Island, SUNY at Albany, Binghamton University, West Chester University of Pennsylvania, Rochester Institute of Technology, University of Massachusetts-Boston, Fordham University, CUNY City College, CUNY John Jay College of Criminal Justice, Boston College, Kean University, CUNY Lehman College, Pace University-New York, Yale University, Rutgers University-Newark, Indiana University of Pennsylvania-Main Campus, Central Connecticut State University, University of Rochester, Massachusetts Institute of Technology, Tufts University, New Jersey Institute of Technology, University of Maine, Hofstra University, Villanova University, William Paterson University of New Jersey, Southern Connecticut State University, Quinnipiac University, Brown University, Seton Hall University, Farmingdale State College, Mercy College, Stockton University, Duquesne University, Slippery Rock University of Pennsylvania, Salem State University, Johnson & Wales University-Providence, Sacred Heart University, Post University, LIU Post, University of Massachusetts-Dartmouth, Kutztown University of Pennsylvania, SUNY College at Brockport, Princeton University, Rhode Island College, Saint Joseph's University, SUNY College at Oswego, Adelphi University, Fairleigh Dickinson University-Metropolitan Campus, University of Southern Maine, California University of Pennsylvania, Rensselaer Polytechnic Institute, State University of New York at New Paltz, The College of New Jersey, New York Institute of Technology, Suffolk University, Lehigh University, University of New Haven, LIU Brooklyn, Stevens Institute of Technology, SUNY Cortland, East Stroudsburg University of Pennsylvania, Marist College, Worcester Polytechnic Institute, Shippensburg University of Pennsylvania, University of Hartford, Widener University, Ithaca College, Dartmouth College, Worcester State University, SUNY Oneonta, Monmouth University, Yeshiva University, Monroe College, Ramapo College of New Jersey, Brandeis University, SUNY College at Plattsburgh, Framingham State University, Western Connecticut State University, Wilkes University, Bentley University, University of Bridgeport, University of Scranton, Eastern Connecticut State University, Utica College, La Salle University, Fairfield University, Rider University, Plymouth State University, Roger Williams University, Molloy College, SUNY College at Old Westbury, Endicott College, SUNY at Fredonia, United States Military Academy, Emerson College, Wentworth Institute of Technology, Manhattan College, Clarkson University, Point Park University, Merrimack College, SUNY at Purchase College, Gannon University, St. Joseph's College-Long Island, Niagara University, The College of Saint Rose, Keene State College, Lock Haven University, Arcadia University, Iona College, Western New England University, Saint John Fisher College, Bryant University, SUNY College of Technology at Alfred, Bucknell University, Husson University, Saint Peter's University, Fairleigh Dickinson University-Florham Campus, Pennsylvania State University-Penn State Altoona, Le Moyne College, Messiah College, Babson College, DeSales University, Eastern University, Springfield College, The College of New Rochelle, Siena College, Wesleyan University, Clark University, Morrisville State College, D'Youville College, Marywood University, SUNY Polytechnic Institute, College of the Holy Cross, Alvernia University, New England College, Salve Regina University, Gwynedd Mercy University, Mercyhurst University, Neumann University, Misericordia University, Manhattanville College, Skidmore College, Lafayette College, Stonehill College, St Lawrence University, Assumption College, Immaculata University, Seton Hill University, King's College, Nyack College, Moravian College, Rivier University, Gettysburg College, Dickinson College, Muhlenberg College, Mount Saint Mary College, St Francis College, Vassar College, Susquehanna University, Cabrini University, Franklin Pierce University, Bard College, Saint Joseph's College of Maine, Franklin and Marshall College, Trinity College, Wagner College, Chatham University, Union College, Caldwell University, Wil
2020· other· en· Data Planet
machine prediction:candidate · insufficient_payloadconsensus · none
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