{"id":"W6969152110","doi":"10.5555/9783969753026","title":"Conceptual Engineering Methodological and Metaphilosophical Issues","year":2024,"lang":"en","type":"article","venue":"","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Conceptual framework; Work (physics); Development (topology); Development theory; Conceptual model","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07454919,0.001498238,0.002286876,0.008636401,0.009979588,0.02316208,0.007764767,0.01412603,0.006539157],"category_scores_gemma":[0.09795882,0.001345917,0.001788211,0.01064404,0.08214435,0.03446505,0.009517985,0.02263385,0.001389122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662178,"about_ca_system_score_gemma":0.01074865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980008,"about_ca_topic_score_gemma":0.002736268,"domain_scores_codex":[0.9277525,0.05018062,0.004461813,0.003678931,0.01164897,0.002277231],"domain_scores_gemma":[0.8720424,0.1074206,0.003083568,0.006350083,0.009455211,0.001648208],"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":[0.000001524156,0.000006798119,0.00001229809,0.00005674949,0.000002810419,0.00001077212,0.0005843251,0.0001264644,0.00001372619,0.995904,0.001363781,0.001916764],"study_design_scores_gemma":[0.000003629453,0.000003181597,0.00002564584,0.0001537527,0.000001798499,0.00003933841,0.0008846953,0.0003168704,0.0000318891,0.9719375,0.02659627,0.000005448984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004856695,0.07415001,0.1182751,0.6672584,0.008254405,0.000169824,0.0001746012,0.0001169686,0.1267438],"genre_scores_gemma":[0.5377455,0.09492362,0.2208859,0.07712154,0.02935596,0.003328325,0.0003566475,0.0005328094,0.03574966],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07454919,"threshold_uncertainty_score":0.3942585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4574292584636252,"score_gpt":0.4841641755853892,"score_spread":0.02673491712176401,"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."}}