{"id":"W4233716425","doi":"10.1117/3.2510243.ch1","title":"Primitive Cell","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000166596,0.000699036,0.0006462352,0.0002832673,0.00006475436,0.00005332031,0.0004667291,0.0006820334,0.002042482],"category_scores_gemma":[0.000008928941,0.0007152223,0.0003772526,0.000005954426,0.0002177728,0.00003298488,0.0002688657,0.0008974571,0.224789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301152,"about_ca_system_score_gemma":0.000455675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001238001,"about_ca_topic_score_gemma":0.00002312528,"domain_scores_codex":[0.9977694,0.000008249017,0.0003772111,0.0007776878,0.0005855382,0.0004819249],"domain_scores_gemma":[0.9980338,0.00006224219,0.0004440317,0.00112653,0.0001657622,0.0001676187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000108505,0.00002252556,0.000008485124,0.00021218,0.0002762808,0.0002301089,0.000407887,0.000001215382,0.009016713,0.918371,0.06461526,0.006729899],"study_design_scores_gemma":[0.0005666614,0.0001365538,0.00002265983,0.0002611328,0.000194074,0.000009826161,0.000008404718,0.000001656096,0.00420009,0.01588824,0.9778202,0.000890556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002576457,0.0002400665,0.000003860694,0.000006629559,0.0006728348,0.001029983,0.0005251086,0.0003791494,0.9968847],"genre_scores_gemma":[0.003761915,0.000003951337,0.0002466696,0.0002178681,0.0005217804,0.00001412679,0.0001089715,0.000779292,0.9943454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9132049,"threshold_uncertainty_score":0.9995299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296989174948552,"score_gpt":0.2252752495879189,"score_spread":0.2023053578384334,"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."}}