{"id":"W4205809070","doi":"10.33137/cjalrcbu.v7.36448","title":"Message from the Grassroots","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Ideology; Publishing; Commercialism; Sociology; Prestige; Power (physics); Politics; Grassroots; Political capital; Reactionary; Narrative; Managerialism; Media studies; Political science; Political economy; Law; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005771287,0.0005275054,0.0005217181,0.00097659,0.008694953,0.0145871,0.001382204,0.01124538,0.02492318],"category_scores_gemma":[0.02111463,0.0002742917,0.0003707035,0.001317115,0.01120505,0.01081774,0.006647033,0.01917876,0.008707955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007194354,"about_ca_system_score_gemma":0.007458399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008703046,"about_ca_topic_score_gemma":0.01162152,"domain_scores_codex":[0.9944032,0.001285039,0.0001701312,0.001002204,0.002599354,0.0005400197],"domain_scores_gemma":[0.9846787,0.006531434,0.0007120693,0.001091068,0.003977475,0.003009212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004989281,0.00002217137,0.0003841429,0.0002119146,0.000009825283,0.0002114021,0.01024079,0.00003500282,0.000337705,0.1100366,0.853496,0.02496444],"study_design_scores_gemma":[0.000005780163,0.00001145343,0.0002900241,0.0002003701,0.000003596697,0.0000818447,0.004694395,0.0000313122,0.0001578698,0.01109619,0.9834158,0.00001117938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00213376,0.005209411,0.0005382544,0.9457211,0.01565115,0.000008593344,0.00007004943,0.00007494779,0.0305927],"genre_scores_gemma":[0.103423,0.006031842,0.00107758,0.7666668,0.01655475,0.00003484378,0.00008357241,0.0002589989,0.1058685],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9928057,"threshold_uncertainty_score":0.08337635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287108430953312,"score_gpt":0.2269546181280827,"score_spread":0.1540835338185496,"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."}}