{"id":"W4384068693","doi":"10.29173/spectrum169","title":"The Torontoic Dialogues","year":2023,"lang":"en","type":"article","venue":"Spectrum","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Conversation; Politics; Aesthetics; Sociology; Social life; Epistemology; Literature; Philosophy; Art; Social science; Law; Communication; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001424744,0.00005817181,0.00003793218,0.00004167178,0.0005743098,0.000106266,0.0001887863,0.0000132777,0.0001029628],"category_scores_gemma":[0.000563465,0.00003925109,0.00003138316,0.0005374872,0.0001352306,0.0001071923,0.00003801004,0.00007029413,0.002657091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002354447,"about_ca_system_score_gemma":0.00003828847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001290746,"about_ca_topic_score_gemma":0.00005686365,"domain_scores_codex":[0.9991786,0.00006775733,0.00007757076,0.0002295863,0.0001924197,0.0002540478],"domain_scores_gemma":[0.9995021,0.0002491076,0.00002891846,0.0001660777,0.000008314046,0.00004552079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005028821,0.00009553431,0.002345407,0.000005459766,0.000002312626,0.00002674837,0.0008750879,0.00000718385,0.6681689,0.2225567,0.07041847,0.0354479],"study_design_scores_gemma":[0.0001739661,0.0001187682,0.06727523,0.000003992113,0.000003398819,0.00001452508,0.00041543,0.0003456218,0.4108747,0.03122367,0.4893841,0.0001666457],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016254,0.00003523245,0.0001119637,0.02402312,0.0113893,0.0003264294,0.000009965259,0.0008283657,0.1616502],"genre_scores_gemma":[0.9737245,0.0001494928,9.529045e-7,0.00119182,0.0002322588,0.00002436846,0.00000103183,0.000007247992,0.02466831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189656,"threshold_uncertainty_score":0.9981195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761705623106086,"score_gpt":0.2847037933273143,"score_spread":0.2370867370962534,"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."}}