{"id":"W4301284864","doi":"10.1007/978-3-031-01883-1_2","title":"The Notions of Repair and Consistent Answer","year":2011,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on data management","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Philosophy; History; Psychology; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02909345,0.001514643,0.002894191,0.004841668,0.005110259,0.01373931,0.00561989,0.0104745,0.01771191],"category_scores_gemma":[0.09096605,0.002119775,0.003505495,0.00516072,0.0516318,0.06131398,0.009271219,0.01380232,0.003202002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00553439,"about_ca_system_score_gemma":0.004143958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307638,"about_ca_topic_score_gemma":0.001009781,"domain_scores_codex":[0.9711719,0.01500589,0.00270631,0.004396488,0.00566987,0.00104953],"domain_scores_gemma":[0.9030601,0.07176477,0.002693607,0.01623137,0.005399365,0.0008507376],"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":[0.000009813401,0.000004544563,0.00002015168,0.00003881879,0.00000438526,0.000009675771,0.0002410255,0.0002046144,0.00002428706,0.9945158,0.001455631,0.003471202],"study_design_scores_gemma":[0.00000850354,0.000002741718,0.000009446211,0.0000324269,0.000004099916,0.00001582776,0.0000801498,0.0004687752,0.00006506868,0.9940525,0.005255245,0.000005287895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005474881,0.0131525,0.8185235,0.04801436,0.001568976,0.000157719,0.0006078884,0.0006141384,0.1118861],"genre_scores_gemma":[0.4796406,0.01057454,0.4561548,0.01068547,0.005325506,0.001549842,0.001683487,0.001218898,0.0331668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02909345,"threshold_uncertainty_score":0.1538627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452747040463374,"score_gpt":0.2608365186100636,"score_spread":0.1155618145637263,"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."}}