{"id":"W7132634780","doi":"","title":"Mat Res Soc","year":2003,"lang":"","type":"article","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009053602,0.001246877,0.001301601,0.002629827,0.001932772,0.003560213,0.001040309,0.001166612,0.5910072],"category_scores_gemma":[0.001496167,0.0006909473,0.001076306,0.001385706,0.001100077,0.001561018,0.001997708,0.002054727,0.4464989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388069,"about_ca_system_score_gemma":0.001523257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734149,"about_ca_topic_score_gemma":0.003983545,"domain_scores_codex":[0.9994556,0.00003935475,0.00002586702,0.0001262161,0.0002709321,0.00008201593],"domain_scores_gemma":[0.9991616,0.00004147082,0.00004969859,0.0002554859,0.0003433214,0.0001484766],"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":[0.000298454,0.0001102401,0.0003245338,0.0004903263,0.00005432841,0.0002042612,0.00005556705,0.0001491861,0.007986804,0.02311585,0.839626,0.1275845],"study_design_scores_gemma":[0.00001920001,0.0000494212,0.0005025259,0.00004715422,0.00002455411,0.0001816966,0.00002754786,0.0001163324,0.004672477,0.003540177,0.9908115,0.000007392639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00321538,0.005415813,0.002150136,0.00565186,0.01205538,0.00008227344,0.006703478,0.002085194,0.9626405],"genre_scores_gemma":[0.01120868,0.002783369,0.001291325,0.0006150231,0.0009343756,0.00003077633,0.003677639,0.0006818373,0.9787771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4089928,"threshold_uncertainty_score":0.5833786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388792414992399,"score_gpt":0.2670789584271304,"score_spread":0.2431910342772064,"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."}}