{"id":"W7103404709","doi":"","title":"Practice","year":2016,"lang":"en","type":"article","venue":"SHILAP Revista de lepidopterología","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001321816,0.0005172012,0.0002948733,0.0008437619,0.001985157,0.002293182,0.001078965,0.002600956,0.5467675],"category_scores_gemma":[0.008688179,0.0002525671,0.0004004614,0.000514595,0.0009668519,0.001480789,0.003395357,0.002597587,0.2818599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481535,"about_ca_system_score_gemma":0.006832094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846922,"about_ca_topic_score_gemma":0.005363454,"domain_scores_codex":[0.9988099,0.0002537928,0.00006449975,0.0002058733,0.0004097698,0.0002561402],"domain_scores_gemma":[0.99468,0.0004408632,0.0001920956,0.0003911033,0.001595504,0.00270035],"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":[0.00004664307,0.000133968,0.001210209,0.0001114914,0.000004081121,0.0005178838,0.0001904779,0.00003174066,0.0002424883,0.005286943,0.8705403,0.1216839],"study_design_scores_gemma":[0.0000333758,0.0000410388,0.0008730557,0.0001539239,0.00000288837,0.00129102,0.0003445878,0.00003649388,0.00009222441,0.003353194,0.9937717,0.000006327374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004581479,0.002725024,0.005073477,0.07657963,0.01256412,0.0006090815,0.001026955,0.0007687676,0.8960714],"genre_scores_gemma":[0.01686269,0.002363676,0.003410623,0.03726613,0.003461443,0.0004730545,0.0007965366,0.000249781,0.9351161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4532325,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557222216299791,"score_gpt":0.2827969656179364,"score_spread":0.2672247434549385,"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."}}