{"id":"W2278067659","doi":"10.18523/kmhj25725.2014-1.243-249","title":"Gasping for Perspective","year":2014,"lang":"en","type":"article","venue":"Kyiv-Mohyla Humanities Journal","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Perspective (graphical); Computer science; Artificial intelligence","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":[0.004405723,0.0007775541,0.000633965,0.0008327453,0.008810922,0.01128362,0.001222685,0.004024328,0.04597928],"category_scores_gemma":[0.01247488,0.0002427424,0.0005731928,0.0008035034,0.01276023,0.01430274,0.008462443,0.01384442,0.01887023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004833505,"about_ca_system_score_gemma":0.006285034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722213,"about_ca_topic_score_gemma":0.005765722,"domain_scores_codex":[0.9951559,0.00242226,0.0001215445,0.0008111558,0.000844376,0.0006447075],"domain_scores_gemma":[0.9947644,0.001439706,0.0003103261,0.0008097235,0.001366869,0.001308909],"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":[0.00002835432,0.00001360773,0.0001663789,0.0001012874,0.000006789072,0.0003132131,0.01760647,0.00004950017,0.0002142622,0.5775028,0.3802328,0.0237645],"study_design_scores_gemma":[0.00000194289,0.000004213225,0.0000380206,0.0001177267,0.000001252986,0.00009757688,0.004649276,0.00001834092,0.00005008888,0.03291758,0.9620988,0.00000505385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002968238,0.0165641,0.008182658,0.3834998,0.0332433,0.00006197698,0.0002203359,0.0002532448,0.5550063],"genre_scores_gemma":[0.2167999,0.01878547,0.007118525,0.2110132,0.01103397,0.0001620477,0.0003146813,0.0008621251,0.5339101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04597928,"threshold_uncertainty_score":0.153816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07656789565720006,"score_gpt":0.2482714165237681,"score_spread":0.171703520866568,"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."}}