{"id":"W3037077402","doi":"10.1007/s11229-020-02739-4","title":"A New Hope: A better ICM to understand human cognitive architectural variability","year":2020,"lang":"en","type":"article","venue":"Synthese","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Essentialism; Evolutionary psychology; Metaphysics; Cognition; Cognitive science; Cognitive architecture; Philosophy of science; Epistemology; Set (abstract data type); Psychology; Sociology; Computer science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0009394465,0.0008017657,0.0005562455,0.001144592,0.0006816409,0.003677247,0.00156525,0.001247392,0.01642685],"category_scores_gemma":[0.00552814,0.0002950612,0.0003997994,0.0006310504,0.0050845,0.01825969,0.001534808,0.002502505,0.00198402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009256304,"about_ca_system_score_gemma":0.0008324772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117663,"about_ca_topic_score_gemma":0.0009773606,"domain_scores_codex":[0.9997575,0.00007281238,0.00002032626,0.00008552698,0.00004573871,0.00001806407],"domain_scores_gemma":[0.9978266,0.0007489221,0.000174498,0.0007214302,0.0003703862,0.0001580503],"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":[0.000063622,0.00004284017,0.001502831,0.0003210691,0.00005768878,0.00009204006,0.001651585,0.008522505,0.006648812,0.8725156,0.007764625,0.1008166],"study_design_scores_gemma":[0.000005804568,0.00001396073,0.0007130197,0.00003896179,0.000009983884,0.00006739086,0.0005100314,0.009212223,0.0006967306,0.969302,0.01941256,0.00001729392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03581064,0.00591332,0.8488049,0.03074656,0.0013104,0.00005240842,0.0005456793,0.002111555,0.07470451],"genre_scores_gemma":[0.6688833,0.003419043,0.3057368,0.003531708,0.002091462,0.0001815889,0.0006111577,0.001308,0.01423705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01642685,"threshold_uncertainty_score":0.05495334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2155003355180269,"score_gpt":0.3855956034486557,"score_spread":0.1700952679306288,"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."}}