{"id":"W2578291748","doi":"","title":"[Review of: D. Walton. Scare Tactics]","year":2002,"lang":"en","type":"article","venue":"Informal Logic","topic":"Mathematical and Computational Methods","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Political science; Epistemology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003159317,0.00009909709,0.0002580952,0.00003398785,0.00003288206,0.000008011931,0.0001614947,0.00004516987,0.002854091],"category_scores_gemma":[0.0009311629,0.00006945056,0.000105082,0.0001096878,0.00003679667,0.0001156774,0.00005749354,0.0000951355,0.0002361047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008139465,"about_ca_system_score_gemma":0.000008512592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.210206e-7,"about_ca_topic_score_gemma":1.344876e-7,"domain_scores_codex":[0.9990838,0.00003651369,0.0004387611,0.00006979585,0.0002233461,0.0001478407],"domain_scores_gemma":[0.9989561,0.0005154007,0.0001663758,0.0001792643,0.0001257201,0.00005716439],"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":[0.000002391957,0.0001004885,0.00001652521,0.01017787,0.00001886419,0.0000027247,0.0001488641,0.000003385848,0.00000582609,0.9332186,0.006957542,0.04934695],"study_design_scores_gemma":[0.0003107978,0.0001933767,0.00007248881,0.003633531,0.00007509943,0.00009064015,0.00006174411,0.008494853,0.0002991278,0.924762,0.0617016,0.0003047893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005559962,0.01503347,0.05212486,0.001624492,0.0002996025,0.0007603794,0.00002778715,0.0002429707,0.9243265],"genre_scores_gemma":[0.1322281,0.00538056,0.8478466,0.009324647,0.0002433344,0.00008657802,0.00001335353,0.00004164811,0.004835113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9194914,"threshold_uncertainty_score":0.9980574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755629661947317,"score_gpt":0.3871370690372428,"score_spread":0.2115741028425111,"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."}}