{"id":"W6998782717","doi":"","title":"ARCHIVEIT-194-SEMIANNUAL-15600-00002","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":["insufficient_payload"],"category_scores_codex":[0.0004215962,0.0002576341,0.000339241,0.0001668609,0.000187999,0.00006387305,0.0004930639,0.0007006982,0.5250694],"category_scores_gemma":[0.0004874713,0.0002634235,0.0001453208,0.00001498783,0.0004902965,2.473546e-7,0.00004587736,0.0003776036,0.03164229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007313748,"about_ca_system_score_gemma":0.0001141429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588893,"about_ca_topic_score_gemma":0.0171258,"domain_scores_codex":[0.9983208,0.0001797346,0.0005115682,0.0002035035,0.0004520827,0.0003323548],"domain_scores_gemma":[0.9985433,0.0001591707,0.0006202646,0.0003695951,0.0001719928,0.0001356488],"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":[0.00001047101,0.0000354065,0.000006956989,0.00008528616,0.00003168405,0.000001673112,0.00127682,0.000005547883,1.337675e-7,0.003518804,0.9894855,0.005541703],"study_design_scores_gemma":[0.0001997385,0.00005446311,0.000007212847,0.0001531741,0.00003068124,0.000006593637,0.001435699,0.00000312066,0.000005159821,0.0001277791,0.9977113,0.0002650941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002239513,0.0001318302,0.000002851675,0.001814432,0.0006661661,0.0004151389,0.00006043541,0.0004695896,0.9964172],"genre_scores_gemma":[0.001122008,0.0004352005,0.00103429,0.0005965976,0.0004089917,0.00002722351,0.0001490469,0.00008071931,0.9961459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.493427,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006288709278621974,"score_gpt":0.2207203069702703,"score_spread":0.2144315976916483,"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."}}