{"id":"W4411618067","doi":"10.51847/emqtszbyeg","title":"10.51847/EmqTSzbyEG","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Intervention (counseling); Government (linguistics); Economic interventionism; Political science; Environmental planning; Business; Environmental science; Medicine; Politics; Nursing; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001510652,0.0001369265,0.00009913102,0.00002806005,0.0001097558,0.00002508612,0.000234185,0.00004267445,0.9991943],"category_scores_gemma":[0.00001201804,0.0001346369,0.00003534991,0.0002212698,0.00007492153,0.0001578097,0.0001355751,0.00005553068,0.9974061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445703,"about_ca_system_score_gemma":0.000006150975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329384,"about_ca_topic_score_gemma":3.505157e-7,"domain_scores_codex":[0.9989171,0.0000240944,0.0001278094,0.0002514356,0.0002976528,0.0003818776],"domain_scores_gemma":[0.9995644,0.00001224234,0.00001464744,0.0002194497,0.000001576235,0.0001876956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002121164,0.00003943595,0.00001515437,9.621258e-7,0.000005649862,0.000008008778,0.00003875772,0.0006106583,0.0001476474,3.234478e-7,0.0741955,0.9249167],"study_design_scores_gemma":[0.0001446479,0.00005378207,0.004739617,0.000002286352,0.000006991401,0.000004980061,0.000003456509,0.00008373288,0.00007147122,0.00001251546,0.9946789,0.0001976824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03966971,0.000006714364,3.204144e-7,0.000294155,0.000001526124,0.0001504175,0.000002352654,0.00007245394,0.9598023],"genre_scores_gemma":[0.003240817,5.628157e-7,0.0001931417,0.0002825501,0.00004033162,0.00002183366,0.000007440381,0.00001972463,0.9961936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.924719,"threshold_uncertainty_score":0.5490332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003915526941696568,"score_gpt":0.1643211694645738,"score_spread":0.1604056425228773,"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."}}