{"id":"W4237906213","doi":"10.1017/s1431927608080574","title":"Scientific Program","year":2008,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Doug Bragg Enterprises (Canada)","funders":"","keywords":"Materials science","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":["insufficient_payload"],"category_scores_codex":[0.002764338,0.000886409,0.0007428903,0.002726933,0.001684239,0.003593932,0.002380145,0.001458922,0.7326002],"category_scores_gemma":[0.006281021,0.0004412004,0.0008985419,0.003144427,0.000484872,0.00234674,0.003079081,0.001753317,0.6227232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963886,"about_ca_system_score_gemma":0.004823295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556472,"about_ca_topic_score_gemma":0.003578216,"domain_scores_codex":[0.9986971,0.000155982,0.00005355937,0.0002465811,0.0006716329,0.0001752119],"domain_scores_gemma":[0.9964039,0.0003182328,0.0001321582,0.000754353,0.001350957,0.001040237],"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":[0.00008461616,0.00005126081,0.0003379753,0.0001383964,0.000007046383,0.00002138497,0.00003654934,0.00006858572,0.0004643575,0.01412047,0.9105546,0.07411478],"study_design_scores_gemma":[0.00001654631,0.0000139946,0.0003705439,0.00003498215,0.000003711745,0.00002540645,0.00002272544,0.00007490945,0.000199091,0.002756931,0.9964766,0.000004592074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001205147,0.0008999075,0.01216851,0.00749405,0.003722854,0.0006239924,0.04417479,0.01354712,0.9161637],"genre_scores_gemma":[0.008585586,0.001667773,0.01378077,0.003462218,0.001325265,0.0009093618,0.05851858,0.004603851,0.9071466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2673998,"threshold_uncertainty_score":0.3814133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541878309586939,"score_gpt":0.2987310718858175,"score_spread":0.2833122887899481,"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."}}