{"id":"W3114571161","doi":"10.59203/zfn.69.520","title":"On the validity of the definition of a complement-classifier","year":2020,"lang":"en","type":"article","venue":"Philosophical Problems in Science (Zagadnienia Filozoficzne w Nauce)","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominican University College","funders":"","keywords":"Complement (music); Classifier (UML); Computer science; Psychology; Natural language processing; Artificial intelligence; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.002690496,0.0002471202,0.0004082626,0.0001549128,0.0003458006,0.0001202338,0.003770656,0.0001003741,0.00004370614],"category_scores_gemma":[0.00115537,0.0001389238,0.0001847667,0.00321331,0.001531347,0.0004013816,0.0009302929,0.0005211681,0.0000377535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000766404,"about_ca_system_score_gemma":0.0002762555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004378796,"about_ca_topic_score_gemma":0.00001188076,"domain_scores_codex":[0.9958435,0.0003837064,0.0008596957,0.0007604759,0.001597739,0.0005548549],"domain_scores_gemma":[0.9973944,0.0005678795,0.0005221369,0.0010689,0.0002748993,0.0001717587],"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":[0.00001035193,0.000175543,0.002199347,0.00006136067,0.000005752577,0.000001693998,0.001304138,0.0001210547,0.00652693,0.9890149,0.0001141516,0.0004648099],"study_design_scores_gemma":[0.0005974804,0.0005548154,0.004771451,0.00005691476,0.000008675873,0.000007219244,0.00005663808,0.01079782,0.007327977,0.9750773,0.0004991369,0.000244606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5284755,0.0002451255,0.162598,0.2241271,0.002844925,0.006375747,0.00005376493,0.0004402128,0.07483964],"genre_scores_gemma":[0.9976376,0.000006192031,0.001051177,0.001156687,0.00008788781,0.00004266234,0.0000012737,0.00001008781,0.000006487877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.469162,"threshold_uncertainty_score":0.700688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600574075701923,"score_gpt":0.2878712269947792,"score_spread":0.1278138194245869,"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."}}