{"id":"W7053162851","doi":"","title":"Timmins, James - Naturalization Index Record","year":2022,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.002227691,0.0007332727,0.001350901,0.005717221,0.001801966,0.00648739,0.001787247,0.002240284,0.4135569],"category_scores_gemma":[0.0160582,0.0004073509,0.0004877555,0.006275645,0.0006887557,0.003273015,0.00171909,0.00192722,0.2969394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680591,"about_ca_system_score_gemma":0.003378857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757197,"about_ca_topic_score_gemma":0.01422546,"domain_scores_codex":[0.998654,0.00007100464,0.0001451499,0.0001450455,0.0008891288,0.00009566682],"domain_scores_gemma":[0.9926046,0.0009709048,0.0004394818,0.000676695,0.004411867,0.0008963933],"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":[0.00002796126,0.00002182907,0.0002298295,0.0002880438,0.000002983416,0.00004295372,0.00001984525,0.00001736439,0.0001051491,0.001116878,0.8865368,0.1115903],"study_design_scores_gemma":[0.000004666572,0.00001377464,0.0009165331,0.0001444011,0.000005277466,0.00007740106,0.00003365188,0.00002654923,0.0001884984,0.0004006928,0.9981828,0.000005716236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002201376,0.04268119,0.003037032,0.06468776,0.15763,0.0005339608,0.01925429,0.001849853,0.7081246],"genre_scores_gemma":[0.004834788,0.01854083,0.00105076,0.003545861,0.008582004,0.0001233738,0.004675529,0.0003346477,0.9583122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4135569,"threshold_uncertainty_score":0.8364899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004674098694960318,"score_gpt":0.174717543377912,"score_spread":0.1700434446829517,"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."}}