{"id":"W4229508982","doi":"10.1201/9781420008647-11","title":"F","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000256832,0.0007775135,0.0003236607,0.001498729,0.001446282,0.002515491,0.00080507,0.001509998,0.207251],"category_scores_gemma":[0.000617529,0.0001826182,0.0004314908,0.001417416,0.0007769609,0.002410387,0.001139053,0.001037688,0.1251546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295771,"about_ca_system_score_gemma":0.0008421105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00509895,"about_ca_topic_score_gemma":0.008322148,"domain_scores_codex":[0.999719,0.00002340892,0.000009778645,0.00008600175,0.0001226577,0.00003924854],"domain_scores_gemma":[0.999806,0.00002644633,0.00001388638,0.00002968901,0.00009903152,0.00002487603],"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":[0.00005049909,0.00005319127,0.0003229512,0.0002618918,0.000009329489,0.0002444976,0.0002889843,0.0002650105,0.005812566,0.1050831,0.4988498,0.3887581],"study_design_scores_gemma":[0.000002329505,0.000008140781,0.0001495935,0.00003339436,0.000001899712,0.0002406045,0.00003182849,0.00005806106,0.0009184934,0.003213782,0.9953376,0.000004253259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001300498,0.004812943,0.01081862,0.001240885,0.001928607,0.00006177773,0.0009705927,0.0009046349,0.9779614],"genre_scores_gemma":[0.00800484,0.002940262,0.005286005,0.0009040559,0.000225844,0.00004091618,0.0009310571,0.0002266747,0.9814404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7927489,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901937734419779,"score_gpt":0.2356459734409605,"score_spread":0.1966265960967627,"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."}}