{"id":"W4237840899","doi":"10.22329/il.v31i3.3400","title":"Inference Claims","year":2011,"lang":"en","type":"article","venue":"Informal Logic","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universidade de Coimbra","keywords":"Generalization; Argument (complex analysis); Counterfactual thinking; Inference; Epistemology; Philosophy; Mathematical economics; Mathematics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000180928,0.0001278169,0.0001220851,0.00006911956,0.0001084673,0.00008428095,0.001054745,0.00008498126,0.0002125189],"category_scores_gemma":[0.00005027556,0.00009355766,0.00006135742,0.0002327596,0.00006266837,0.001002994,0.0003524742,0.0001449417,0.001853562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001405008,"about_ca_system_score_gemma":0.00006864288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002978076,"about_ca_topic_score_gemma":0.00001144824,"domain_scores_codex":[0.9991089,0.0000164917,0.0001982946,0.0001744005,0.000146805,0.0003551218],"domain_scores_gemma":[0.9992773,0.00003659321,0.00007689945,0.0004143592,0.00007967075,0.0001151655],"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":[0.000004521862,0.00003710966,0.00574478,0.000006615334,0.000005505059,0.0000173853,0.002924999,0.00000396494,0.00001547207,0.9615786,0.0004759569,0.0291851],"study_design_scores_gemma":[0.00177499,0.0019808,0.4004951,0.00006374814,0.00002221962,0.0002656896,0.0003019231,0.0333056,0.007418902,0.4030243,0.1493602,0.001986525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01737403,0.00007521707,0.2056134,0.00004673035,0.0004548281,0.00009242346,5.29241e-7,0.000363382,0.7759795],"genre_scores_gemma":[0.9821141,0.00001588378,0.01591688,0.0008907905,0.00005537221,0.00001026891,0.000001245013,0.000003095671,0.0009923879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.96474,"threshold_uncertainty_score":0.9989236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05526603600104324,"score_gpt":0.2529798593404789,"score_spread":0.1977138233394357,"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."}}