{"id":"W4242272019","doi":"10.3138/9781487535933","title":"Necessary but Not Sufficient","year":2020,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Arts Council; Canada Council for the Arts; Government of Ontario","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002721508,0.0005895852,0.001131736,0.001193666,0.005427952,0.00855243,0.0007773553,0.002876961,0.0435774],"category_scores_gemma":[0.005562943,0.0008301032,0.000486422,0.00135468,0.01901844,0.009360138,0.00297317,0.004447894,0.005773575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007475884,"about_ca_system_score_gemma":0.009645096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03589276,"about_ca_topic_score_gemma":0.06293043,"domain_scores_codex":[0.997757,0.0006912644,0.0001015558,0.0005857426,0.000543693,0.00032076],"domain_scores_gemma":[0.9961284,0.001665447,0.000198008,0.0007887342,0.0009104016,0.0003089202],"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":[0.000007253806,0.000004840692,0.0000692948,0.00004028526,0.000003253354,0.00002113598,0.0004856905,0.00003644065,0.00005031659,0.97952,0.01610759,0.003654007],"study_design_scores_gemma":[0.000013383,0.000006472101,0.0003164256,0.0001590636,0.00001085899,0.00007668945,0.0008876644,0.0001212253,0.000126333,0.7020033,0.2962677,0.0000110539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003395167,0.01297153,0.006820139,0.03089254,0.0008781098,0.00002621833,0.0004602977,0.00008600292,0.9444701],"genre_scores_gemma":[0.5735286,0.01649049,0.01290838,0.01010287,0.001558617,0.0002004831,0.000975142,0.0003351057,0.3839004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0435774,"threshold_uncertainty_score":0.1457809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06176775693535645,"score_gpt":0.2188857107556491,"score_spread":0.1571179538202926,"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."}}