{"id":"W808749601","doi":"","title":"Anticipating Objections as a Way of Coping With Dissensus","year":2007,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Normative; Epistemology; Argumentation theory; Task (project management); Law and economics; Sociology; Philosophy; Economics","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":[0.0008673545,0.0001833639,0.0003875288,0.0002565314,0.0008774693,0.00002701309,0.0002884314,0.0001417278,0.0004894346],"category_scores_gemma":[0.00008873296,0.0001951955,0.0001758512,0.0001681756,0.00106461,0.0004480128,0.0001066371,0.0004646901,0.00004798875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005951279,"about_ca_system_score_gemma":0.00008037412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096297,"about_ca_topic_score_gemma":0.009046167,"domain_scores_codex":[0.9986204,0.0001079104,0.0002504079,0.0002941991,0.0003561455,0.0003709274],"domain_scores_gemma":[0.9984409,0.0002985899,0.0003750976,0.0003307513,0.0004251417,0.0001295298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001906324,0.0009896606,0.2019128,0.0010866,0.001157471,0.000315101,0.3283816,0.00006964158,0.02843437,0.4319502,0.0004976242,0.003298674],"study_design_scores_gemma":[0.008959323,0.003415934,0.3966225,0.001783085,0.001745036,0.0001606824,0.4423381,0.00005904437,0.04126394,0.01385199,0.0871693,0.002631012],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237352,0.00008303091,0.0002074111,0.0003336612,0.0002459259,0.0001613531,0.00003134087,0.00005732304,0.07514478],"genre_scores_gemma":[0.9920337,0.000009683879,0.000688213,0.00007705854,0.0001346883,1.874127e-7,0.00001649428,0.00002197608,0.007018005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4180982,"threshold_uncertainty_score":0.7959841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901128884923234,"score_gpt":0.2588789210270367,"score_spread":0.2098676321778044,"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."}}