{"id":"W6961084022","doi":"10.1371/journal.pone.0306350.s001","title":"Complete questionnaire text.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds; Purebred; Odds ratio; Confounding; Public health; Mental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000182748,0.00009542303,0.00007061732,0.000005257893,0.000147259,0.000137732,0.0001467503,0.00003162854,0.1283816],"category_scores_gemma":[0.00008379387,0.00002733127,0.00006241995,0.0002648841,0.000004664466,0.0001399349,0.0001266615,0.00006987598,0.01430948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000183627,"about_ca_system_score_gemma":0.000001520415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001779267,"about_ca_topic_score_gemma":0.0001403189,"domain_scores_codex":[0.999426,0.00001488135,0.0000811585,0.0002026082,0.0001216887,0.0001536599],"domain_scores_gemma":[0.9998145,0.00007659834,0.00001519133,0.00002400131,0.00003286412,0.00003690096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.235978e-7,0.000006173681,0.0000788625,0.0000428094,0.00001147441,0.00001577563,0.00001676846,0.000001379932,0.001173252,0.00022507,0.9602463,0.0381815],"study_design_scores_gemma":[0.000009820277,0.00002709899,0.1202638,0.0006321283,0.000003913467,0.000003413803,0.00002942089,0.00008242933,0.00002123823,0.0001131637,0.878704,0.0001095841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07004281,0.02109762,0.000001315963,0.0535869,0.001250294,0.002202344,0.7058082,0.007671177,0.1383393],"genre_scores_gemma":[0.9514108,0.00000857461,0.000006416282,0.0002966969,0.0004766598,0.00008482127,0.04533524,6.427945e-7,0.002380124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.881368,"threshold_uncertainty_score":0.986458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450323623512549,"score_gpt":0.233738596119983,"score_spread":0.1887062337687281,"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."}}