{"id":"W4411618386","doi":"10.51847/4qpsvegrg5","title":"10.51847/4QPSVeGrG5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Industrial organization","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":[0.0000764451,0.00007386841,0.00007632703,0.00001153381,0.00005328985,0.00002114376,0.0001430798,0.0000238304,0.9995652],"category_scores_gemma":[0.000003034161,0.00006978938,0.00001870045,0.00008641028,0.00002534752,0.00009076713,0.00006280612,0.00002658879,0.9983509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007319571,"about_ca_system_score_gemma":0.000004364822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006925097,"about_ca_topic_score_gemma":5.058191e-7,"domain_scores_codex":[0.9994685,0.000005364554,0.0001003389,0.0001729987,0.00007030983,0.0001825121],"domain_scores_gemma":[0.9997454,0.000005740797,0.00001135767,0.0001454807,0.000001380224,0.0000906653],"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":[0.00000953644,0.00001686953,0.00001056337,5.093073e-7,0.000002223854,0.000001503338,0.00001149615,0.0006189659,0.00003015492,2.132948e-7,0.05780981,0.9414881],"study_design_scores_gemma":[0.00007810503,0.00001307367,0.005798965,0.000002537304,0.000001762171,0.000002953161,3.117476e-7,0.0001950236,0.00001458756,0.00000291508,0.9937789,0.0001108401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02277428,0.000003856152,6.314253e-7,0.0003194062,0.000003046133,0.00007317098,0.0000017725,0.00003686817,0.976787],"genre_scores_gemma":[0.001865994,2.823142e-7,0.0003158715,0.0001658733,0.00002260519,0.00001166103,0.000003309537,0.000008889207,0.9976055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9413773,"threshold_uncertainty_score":0.2845929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004485345884765592,"score_gpt":0.1430136040330877,"score_spread":0.1385282581483221,"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."}}