{"id":"W4246595470","doi":"10.1017/s0024282902000026","title":"LIC volume 34 issue 1 Cover and Back matter","year":2002,"lang":"en","type":"paratext","venue":"The Lichenologist","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Action (physics); Content (measure theory); Computer science; Environmental science; Engineering; Mathematics; Physics; Mechanical engineering","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":[0.0003330105,0.0003460346,0.0007655655,0.0001488215,0.0002663878,0.0002876066,0.0006320993,0.0003199073,0.7223375],"category_scores_gemma":[0.00002896783,0.0002949894,0.0001455021,0.0001314175,0.0007798077,0.0001211592,0.0004767003,0.0003644025,0.9834608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124526,"about_ca_system_score_gemma":0.000008194568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000479882,"about_ca_topic_score_gemma":0.000002530224,"domain_scores_codex":[0.9981389,0.00002002136,0.0005547933,0.0007692396,0.0000288611,0.0004881734],"domain_scores_gemma":[0.9986331,0.00005422418,0.0004684463,0.0007593723,0.00001930303,0.00006557079],"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":[0.00000494297,0.00002279975,0.0008529839,0.00004066011,0.000151311,8.417713e-7,0.0004018125,0.00001454451,2.312437e-7,0.0006082686,0.9978048,0.00009683207],"study_design_scores_gemma":[0.0002404546,0.00002422825,0.000661431,0.00001527773,0.00001751468,0.000004981068,0.000167789,0.000141594,0.000001383935,0.0002379664,0.9981126,0.0003747912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004940281,0.01855078,0.00003105769,0.003577379,0.005478226,0.000256073,0.001471172,0.00001559651,0.9701257],"genre_scores_gemma":[0.002086529,0.005393754,0.00005439943,0.00177234,0.0005943481,0.00002988532,0.0000513822,0.00003893213,0.9899784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2611233,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099934334081483,"score_gpt":0.216581904541661,"score_spread":0.1655825612008461,"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."}}