{"id":"W6949223697","doi":"10.5281/zenodo.15376459","title":"Canadian Library Journal Publishing: A Primer","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Winnipeg; York University; Mount Royal University; University of Victoria; University of Alberta","funders":"","keywords":"Publishing; Primer (cosmetics); Electronic publishing; Library classification","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008061401,0.00149987,0.0009269808,0.02128111,0.01394419,0.02077388,0.004028221,0.008364764,0.09312471],"category_scores_gemma":[0.015675,0.0013928,0.0007643473,0.03578191,0.005501763,0.01301021,0.006007225,0.005246657,0.04018792],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05482073,"about_ca_system_score_gemma":0.1393776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7476539,"about_ca_topic_score_gemma":0.8633308,"domain_scores_codex":[0.989502,0.0009123755,0.0006606264,0.0007137171,0.007122644,0.001088614],"domain_scores_gemma":[0.9784678,0.003750469,0.0006841487,0.0005196907,0.01200379,0.004574188],"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":[0.000009695038,0.00002149091,0.0001120419,0.0004005672,0.000001715438,0.00009994273,0.0008225911,0.00007098229,0.0000959055,0.0341244,0.8868973,0.07734343],"study_design_scores_gemma":[5.386435e-7,8.067941e-7,0.00005000573,0.0001018543,3.618631e-7,0.00001713391,0.0001022058,0.000005205273,0.000007615142,0.0004256205,0.9992849,0.00000383688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008357654,0.1246904,0.005900652,0.1840724,0.02362042,0.0009494168,0.009538194,0.001636155,0.6487565],"genre_scores_gemma":[0.01027041,0.2208253,0.03063932,0.0663363,0.007719185,0.001177105,0.01138592,0.001711378,0.6499351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9792261,"threshold_uncertainty_score":0.5076644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07068533665303627,"score_gpt":0.2932829421029702,"score_spread":0.222597605449934,"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."}}