{"id":"W7021667407","doi":"","title":"In the Loop","year":2015,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spelling; Taste; Loop (graph theory); Sign (mathematics); Shot (pellet); Reading (process); Control (management)","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":[0.001158353,0.0007879227,0.0004526575,0.001128365,0.008953271,0.01135624,0.001319346,0.00255185,0.6042238],"category_scores_gemma":[0.004248434,0.0004793073,0.0005528118,0.0008399623,0.001986712,0.01012615,0.008242593,0.004241233,0.4164901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211249,"about_ca_system_score_gemma":0.004102029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01577434,"about_ca_topic_score_gemma":0.03993391,"domain_scores_codex":[0.9984391,0.0002235115,0.00003760578,0.0002469454,0.0005517315,0.0005010749],"domain_scores_gemma":[0.9980561,0.000143708,0.00005406686,0.0002641075,0.0005757223,0.0009063985],"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":[0.00002334528,0.00003644105,0.0002379139,0.00002670756,0.000001848849,0.00006147793,0.001085315,0.00001960993,0.0001352105,0.0229313,0.940196,0.03524484],"study_design_scores_gemma":[0.000001808555,0.000005023649,0.0001228557,0.00001843913,8.233717e-7,0.00003095351,0.0005895118,0.000008528092,0.00004402243,0.001031393,0.9981431,0.000003552211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008041807,0.0001855439,0.0008275042,0.003491448,0.001563334,0.00004058674,0.0004205608,0.0009851092,0.9916818],"genre_scores_gemma":[0.005129401,0.0001337102,0.000357476,0.001812749,0.0001645927,0.00002262301,0.0002758292,0.0007239308,0.9913796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3957762,"threshold_uncertainty_score":0.5645267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173375398315236,"score_gpt":0.2706031501072988,"score_spread":0.2488693961241464,"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."}}