{"id":"W7038099704","doi":"","title":"HCB2043 HBB2043 HAB2043 CORPORATE COMMUNICATION","year":2012,"lang":"en","type":"other","venue":"HRB National Drugs Library (Health Research Board)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Feature (linguistics); Sequence (biology); Interpretation (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002427153,0.0003988197,0.0004781213,0.001042801,0.0003124929,0.000172184,0.001298817,0.0006309084,0.002935033],"category_scores_gemma":[0.0002451358,0.0004084393,0.0002240879,0.0007440351,0.0004898845,0.00004790819,0.001048287,0.0009747379,0.0006509675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208598,"about_ca_system_score_gemma":0.001696686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004544681,"about_ca_topic_score_gemma":0.000101096,"domain_scores_codex":[0.994549,0.001624558,0.0005869605,0.0007695962,0.001564349,0.0009055099],"domain_scores_gemma":[0.9969634,0.000151232,0.0006782987,0.001370718,0.0003593161,0.0004770123],"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":[0.00004426733,0.0001498186,0.0002717962,0.0001694449,0.0001315992,0.000002511556,0.00002958378,0.000001190783,0.0004965448,0.002888725,0.9904644,0.005350124],"study_design_scores_gemma":[0.0003017386,0.0001216403,0.0004104739,0.0001565831,0.00001038399,0.000004255559,0.00003519447,0.0000306523,0.002390948,0.001860491,0.9943357,0.0003419355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001157914,0.025092,0.0002275463,0.005339603,0.00006865231,0.001187962,0.0002481184,0.0003107792,0.9674096],"genre_scores_gemma":[0.007149342,0.02043098,0.008000298,0.002870981,0.001754892,0.000362476,0.01026435,0.0008191871,0.9483475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01906206,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08011710665686812,"score_gpt":0.3846350651221239,"score_spread":0.3045179584652558,"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."}}