{"id":"W7130248312","doi":"","title":"Pachybrachis (Coleoptera, Chrysomelidae, Cryptocephalinae) of Eastern Canada","year":2022,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Government (linguistics); Work (physics); Public health","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":[],"consensus_categories":[],"category_scores_codex":[0.0004603698,0.001643891,0.001226308,0.005217868,0.001984319,0.001980468,0.002160756,0.001332732,0.03982741],"category_scores_gemma":[0.004040222,0.0006577477,0.0009779973,0.0137884,0.0006002223,0.0006545437,0.001192562,0.001196955,0.01890102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006456472,"about_ca_system_score_gemma":0.01935023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547142,"about_ca_topic_score_gemma":0.9743176,"domain_scores_codex":[0.9993388,0.00003653628,0.00004560499,0.0001590176,0.0002144432,0.0002055171],"domain_scores_gemma":[0.9966868,0.0005510508,0.0002955846,0.0003200909,0.001767906,0.0003785581],"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":[0.00009771979,0.00001994624,0.01020656,0.001275607,0.0001332733,0.00005405226,0.0001338284,0.0005473174,0.0001585031,0.000536866,0.9818848,0.004951558],"study_design_scores_gemma":[0.0001843754,0.00001154376,0.08010651,0.001161078,0.0001819296,0.00008037654,0.0005389954,0.000651477,0.0004256828,0.0006693511,0.9159292,0.00005955916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004084719,0.0001279372,0.00002305705,0.00002091886,0.000007382039,0.000004857256,0.9988172,0.00005015767,0.0005400114],"genre_scores_gemma":[0.002799044,0.000218713,0.0001893693,0.00004467627,0.000004372093,0.00004795441,0.9950612,0.00003562385,0.001599025],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04528576,"threshold_uncertainty_score":0.1332359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482736603727812,"score_gpt":0.2947147630607899,"score_spread":0.2598873970235118,"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."}}