{"id":"W6929689285","doi":"10.48660/23060004","title":"Five short talks - see description for talk titles","year":2023,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Feature (linguistics); Exposition (narrative); Focus (optics); Perspective (graphical); Set (abstract data type)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001671095,0.001688249,0.001126643,0.002597,0.003544527,0.006576615,0.001573873,0.002117838,0.889144],"category_scores_gemma":[0.004017217,0.0007893641,0.001135901,0.001932227,0.0005507158,0.003182119,0.005571063,0.003492235,0.8889527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949052,"about_ca_system_score_gemma":0.003239499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364898,"about_ca_topic_score_gemma":0.009517715,"domain_scores_codex":[0.9990107,0.0001220188,0.00003292989,0.0001433295,0.0004800824,0.000210936],"domain_scores_gemma":[0.9963334,0.0004319578,0.00007310018,0.0001995623,0.00124031,0.001721752],"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":[0.00007555078,0.00003206284,0.00004662884,0.00005105474,0.000001645722,0.00001943538,0.00002344918,0.00002437122,0.0002137127,0.0007943097,0.9806396,0.018078],"study_design_scores_gemma":[0.00002095573,0.0000214987,0.0003328405,0.00004253537,0.000002563634,0.0000213978,0.00009055885,0.00005712521,0.0001375389,0.001015275,0.9982464,0.00001131558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006104479,0.0005739573,0.001998239,0.002078112,0.01007354,0.000396612,0.01753161,0.004224695,0.9625128],"genre_scores_gemma":[0.0007169279,0.0001200726,0.0005915747,0.0006214551,0.0006491612,0.0001776999,0.006388824,0.001533601,0.9892007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.110856,"threshold_uncertainty_score":0.1581227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930952128840511,"score_gpt":0.2851234442433333,"score_spread":0.2458139229549282,"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."}}