{"id":"W4367154861","doi":"10.36487/acg_repo/2355_64","title":"Critical timelines and pathways: addressing environmental, social, governance and permitting","year":2023,"lang":"en","type":"article","venue":"Paste/˜Pœaste","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; Geomechanica (Canada); University of Alberta","funders":"","keywords":"Timeline; Corporate governance; Computer science; Process management; Business; Geography","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":[0.002004726,0.0001467296,0.0002270166,0.00008568669,0.0005452835,0.0004246572,0.0001776967,0.00006480129,0.0006896381],"category_scores_gemma":[0.0007940273,0.0001179174,0.00004402352,0.0002883359,0.0002359878,0.0005485189,0.0002624225,0.000132174,0.0005022228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002485036,"about_ca_system_score_gemma":0.00004103393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003971415,"about_ca_topic_score_gemma":0.00000539144,"domain_scores_codex":[0.9975643,0.0001626198,0.0004511835,0.0004421822,0.001079595,0.0003001231],"domain_scores_gemma":[0.9985104,0.0009825198,0.0001432433,0.0001951658,0.00005552348,0.0001131674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003025215,0.0000589331,0.08028658,0.00005524495,0.00001916694,0.00002405478,0.007117194,0.0000615592,0.01104063,0.002527092,0.01045257,0.8883267],"study_design_scores_gemma":[0.001182964,0.0001827133,0.7286583,0.000195472,0.00005053088,0.0000555509,0.02387476,0.158564,0.001233875,0.007694261,0.0775629,0.0007446471],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914365,0.0006667501,0.0001624796,0.004020748,0.0002448367,0.0001194813,0.00004787936,0.00005794002,0.003243413],"genre_scores_gemma":[0.9973509,0.0002479634,0.0004280075,0.0004493562,0.0002305308,0.00001471518,0.000006544038,0.00001199871,0.00126003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8875821,"threshold_uncertainty_score":0.7551054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.298953599898826,"score_gpt":0.4759279073333971,"score_spread":0.1769743074345711,"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."}}