{"id":"W325431573","doi":"","title":"Commentary on: Marcin Koszowy's \"Polish logical studies from an informal logic perspective\"","year":2013,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Language and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Perspective (graphical); Epistemology; Sociology; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005019024,0.0002351737,0.0003790517,0.0001205718,0.001426884,0.00009733872,0.0008864021,0.0003224257,0.006200344],"category_scores_gemma":[0.0001749776,0.0002256064,0.0002000513,0.0003220516,0.0008226655,0.002164875,0.000330244,0.0005474841,0.0005270343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829202,"about_ca_system_score_gemma":0.00007115064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090597,"about_ca_topic_score_gemma":0.0118884,"domain_scores_codex":[0.997709,0.0004844057,0.0001649091,0.000437936,0.0006857846,0.0005179136],"domain_scores_gemma":[0.998555,0.0001663062,0.0001676542,0.000384866,0.0003739794,0.0003522166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008316305,0.001686768,0.2735713,0.00004940694,0.0009496241,0.0003767263,0.5711715,0.00003290406,0.003095781,0.03260378,0.1098044,0.005826195],"study_design_scores_gemma":[0.001419062,0.0004881039,0.3913418,0.00006427594,0.000104755,0.000002120809,0.5655248,0.000005393919,0.0002153546,0.00937196,0.0309544,0.0005079936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542942,0.0004735789,0.000005036665,0.0219353,0.000189462,0.000348538,0.00006920125,0.0001132846,0.02257142],"genre_scores_gemma":[0.9872712,0.0001294062,0.0005122956,0.00843792,0.0004254997,0.000001295215,0.00006226083,0.00001196082,0.003148143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177705,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878870413832804,"score_gpt":0.3005795490067045,"score_spread":0.2617908448683764,"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."}}