{"id":"W4401207595","doi":"10.5406/23300841.69.3.21","title":"Contributors","year":2024,"lang":"en","type":"article","venue":"The Polish Review","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002641617,0.00007204094,0.000116877,0.000001167729,0.00009194592,0.0000481142,0.0001986747,0.00002503974,0.0006409166],"category_scores_gemma":[0.000009679711,0.00001287091,0.000117786,0.0002921526,0.00002478298,0.00005176865,0.00003494149,0.00009337126,0.0005981498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009149247,"about_ca_system_score_gemma":0.000003369708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007105109,"about_ca_topic_score_gemma":0.000041796,"domain_scores_codex":[0.9994786,0.00005309575,0.0001168772,0.0001099193,0.00009434677,0.0001471497],"domain_scores_gemma":[0.9997642,0.0001195474,0.00001749824,0.00003880273,0.0000203019,0.00003967028],"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":[0.000001337403,0.00001459816,0.0000640111,0.0002389294,0.00002804265,0.00000759426,0.00003804888,5.181591e-8,0.002674765,0.03526692,0.280229,0.6814367],"study_design_scores_gemma":[0.000006390198,0.00001370074,0.003932261,0.0004168406,0.00003414975,0.0000153476,0.00001089387,0.000001496202,0.00001240236,0.0005115214,0.9949875,0.00005747365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009966726,0.8976349,0.00000251786,0.06304979,0.0004492658,0.0005100988,0.00008512436,0.0002852085,0.02801633],"genre_scores_gemma":[0.7234846,0.250506,0.000005643024,0.01899453,0.001928554,0.00005388915,0.0001037899,0.000001079887,0.004921857],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7147585,"threshold_uncertainty_score":0.7688206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682596672047047,"score_gpt":0.2439710783672164,"score_spread":0.227145111646746,"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."}}