{"id":"W2947228016","doi":"10.1002/tht3.419","title":"Constitutive and Consequentialist Essence","year":2019,"lang":"en","type":"article","venue":"Thought A Journal of Philosophy","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epistemology; Pluralism (philosophy); Assimilation (phonology); Sociology; Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005199143,0.000124635,0.0002781699,0.0000994045,0.00007407911,0.00003059931,0.0002893974,0.00007278514,0.00109638],"category_scores_gemma":[0.00007443961,0.00009487816,0.00008957161,0.000204719,0.0009669983,0.0002178854,0.00005517406,0.0002856584,0.0002824735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001832824,"about_ca_system_score_gemma":0.00005676239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004213005,"about_ca_topic_score_gemma":2.073604e-7,"domain_scores_codex":[0.9988999,0.0001190845,0.0003365622,0.0001854271,0.0002454357,0.00021361],"domain_scores_gemma":[0.9989985,0.0002310674,0.0002709169,0.0001938838,0.000122436,0.0001832088],"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":[0.0001994348,0.00006937271,0.0007828188,0.000009667737,0.0000499768,0.0001435265,0.0003498078,0.000001107926,0.00312058,0.9947629,0.0001229512,0.0003878546],"study_design_scores_gemma":[0.0009488246,0.0003713382,0.001126806,0.00008941895,0.0000379159,0.0009882939,0.00008528365,0.00000592077,0.0006712399,0.9924117,0.003117524,0.0001457818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2430196,0.001173526,0.001139136,0.004705898,0.001758188,0.0001491995,0.00001424072,0.00001604925,0.7480241],"genre_scores_gemma":[0.9983271,0.00002132822,0.0002446932,0.0007235946,0.0004589252,0.0000010808,3.286893e-7,0.000007171548,0.0002157363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7553075,"threshold_uncertainty_score":0.9998168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915942649631926,"score_gpt":0.2964437146430562,"score_spread":0.2772842881467369,"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."}}