{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001293889,0.001358256,0.0008234325,0.005086312,0.001467128,0.005855035,0.002063497,0.001331149,0.8498007],"category_scores_gemma":[0.006019255,0.001015942,0.0007878082,0.005549941,0.0006139313,0.002748017,0.002338252,0.001334872,0.8299166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303146,"about_ca_system_score_gemma":0.003470191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05860735,"about_ca_topic_score_gemma":0.04864074,"domain_scores_codex":[0.9992288,0.00007328459,0.00005091223,0.0001304242,0.0003850138,0.0001316283],"domain_scores_gemma":[0.996104,0.0004985269,0.0001383419,0.0007734376,0.001826966,0.0006586592],"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":[0.00003760662,0.00002851272,0.0002645922,0.00009538891,0.000003772021,0.00001118815,0.00004590742,0.00007400392,0.0001065074,0.00133709,0.9787935,0.019202],"study_design_scores_gemma":[0.00002709294,0.000005339941,0.001042675,0.00004424065,0.000002498413,0.00001440079,0.00003075853,0.00008578115,0.0002420059,0.0004657133,0.998028,0.00001137852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006006352,0.0001463038,0.001720484,0.0003482081,0.0005364681,0.0001506527,0.274838,0.02257718,0.6990821],"genre_scores_gemma":[0.002318734,0.0001666003,0.001540146,0.0002118718,0.00009530777,0.0001635547,0.1597562,0.01782838,0.8179192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1501993,"threshold_uncertainty_score":0.214241,"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."}}