{"id":"W4251354073","doi":"10.1016/j.ijhydene.2004.09.009","title":"Conventional Wishdom","year":2004,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Chemistry","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":[0.001301841,0.0001523955,0.0003136923,0.0006115822,0.0001003173,0.0002354719,0.001572806,0.00007219202,0.0005931815],"category_scores_gemma":[0.001430868,0.0001088571,0.0004582312,0.0002921904,0.0001628118,0.0005549114,0.0001586589,0.0001618116,0.0001614056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771126,"about_ca_system_score_gemma":0.0002477905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004827248,"about_ca_topic_score_gemma":0.00004873029,"domain_scores_codex":[0.9946875,0.00008815905,0.001159087,0.0002472564,0.003619981,0.0001980008],"domain_scores_gemma":[0.9963658,0.0005682022,0.0008006459,0.0002222816,0.001904368,0.0001386921],"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":[0.00157462,0.002664852,0.0314493,0.000003283403,0.002558547,0.006973092,0.004515475,0.07739061,0.009929276,0.4853979,0.06474448,0.3127986],"study_design_scores_gemma":[0.004388014,0.0003506895,0.005188269,0.000149956,0.00006848619,0.002747169,0.002066712,0.0001509646,0.01608701,0.6125594,0.3558175,0.0004258153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318923,0.001620386,0.04215262,0.01051656,0.00661297,0.00004333637,0.00002815272,0.00002929579,0.007104351],"genre_scores_gemma":[0.9957182,0.00006172799,0.001249357,0.0007755934,0.0009058,0.000001629887,0.000002535332,0.0000122204,0.001272886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3123728,"threshold_uncertainty_score":0.6494921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08810071160347739,"score_gpt":0.3865890388532027,"score_spread":0.2984883272497253,"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."}}