{"id":"W6904916442","doi":"10.14288/1.0366619","title":"Tongs","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Noise (video)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005693438,0.0009726111,0.0007571227,0.003671961,0.01023872,0.004906977,0.001393227,0.001254749,0.584667],"category_scores_gemma":[0.002698157,0.000666809,0.0006768142,0.004344601,0.001761997,0.002947404,0.004910739,0.003201077,0.3117152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00436951,"about_ca_system_score_gemma":0.009509331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2852464,"about_ca_topic_score_gemma":0.6500345,"domain_scores_codex":[0.9992096,0.00005089091,0.00002545824,0.0001242991,0.0004069023,0.0001827941],"domain_scores_gemma":[0.9981201,0.00007960362,0.00003877433,0.0002253354,0.001026053,0.0005101392],"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":[0.0000371676,0.000009651962,0.0003027977,0.00008273712,0.000002234716,0.00008630862,0.0009123483,0.0000350948,0.0003026571,0.008311206,0.9572985,0.0326193],"study_design_scores_gemma":[0.000001555599,0.000002014577,0.0003468716,0.00002780386,0.000001150777,0.00003356815,0.0002991466,0.000008892844,0.00006125514,0.0002492456,0.9989636,0.000004892508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001223031,0.0006008682,0.00180942,0.001369342,0.002545172,0.0001587435,0.009042386,0.002666816,0.9805843],"genre_scores_gemma":[0.005118762,0.0003665288,0.001661058,0.0004223595,0.0002449222,0.00004684459,0.004027729,0.002413246,0.9856986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.584667,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497914981844504,"score_gpt":0.3048756672524729,"score_spread":0.2798965174340278,"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."}}