{"id":"W2310619103","doi":"10.13021/g8x88s","title":"What Is Open?","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Research Libraries","funders":"","keywords":"Open access publishing; Publishing; Computer science; World Wide Web; Point (geometry); Open data; Internet privacy; Public relations; Political science; Law; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02598333,0.0004673681,0.001470058,0.003520994,0.008594363,0.03176027,0.001906709,0.007063575,0.0229836],"category_scores_gemma":[0.08441531,0.000371571,0.000884009,0.004808107,0.03144673,0.04023795,0.007958372,0.008137515,0.00700686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005405926,"about_ca_system_score_gemma":0.01437878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575991,"about_ca_topic_score_gemma":0.003718808,"domain_scores_codex":[0.9556166,0.01962804,0.002334764,0.004348866,0.01468236,0.003389397],"domain_scores_gemma":[0.9476194,0.0253505,0.004119484,0.007132093,0.009101874,0.006676751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002970988,0.00003692873,0.001845249,0.0003433999,0.00003235717,0.000183337,0.007195469,0.0000888199,0.0001255108,0.8593038,0.06455414,0.06626127],"study_design_scores_gemma":[0.000006185592,0.00001389826,0.0008110409,0.001099154,0.00001789415,0.0001948578,0.01209059,0.00007341521,0.0001364447,0.504626,0.4809007,0.00002982306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01050851,0.020112,0.01147747,0.4879146,0.01072648,0.00008619125,0.000470935,0.0001256609,0.4585783],"genre_scores_gemma":[0.6842728,0.04369723,0.01265544,0.1453699,0.01615749,0.0004626086,0.001157164,0.0005728384,0.0956545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9980933,"threshold_uncertainty_score":0.1374146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7956964088141127,"score_gpt":0.6277129605866717,"score_spread":0.167983448227441,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}