{"id":"W7112425492","doi":"","title":"IQSAF 2019","year":2021,"lang":"en","type":"other","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Work (physics); Government (linguistics); Context (archaeology)","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":[],"category_scores_codex":[0.01426464,0.0009440733,0.0007733016,0.004600611,0.002006846,0.00726033,0.002359916,0.002635631,0.2780612],"category_scores_gemma":[0.02212972,0.0005341618,0.0007026169,0.003578027,0.0007711881,0.003602791,0.004965573,0.001936214,0.2050967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004215658,"about_ca_system_score_gemma":0.01261232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0298539,"about_ca_topic_score_gemma":0.02377753,"domain_scores_codex":[0.9937185,0.0009961107,0.0003836747,0.0005735847,0.003438915,0.0008891842],"domain_scores_gemma":[0.9799536,0.001682917,0.0008178301,0.001822374,0.01199398,0.003729273],"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":[0.00009178358,0.00004425587,0.0008600355,0.0001516808,0.000004993959,0.00003234724,0.0001658151,0.0001622704,0.0003023607,0.007325963,0.9524317,0.03842682],"study_design_scores_gemma":[0.000006656644,0.0000090934,0.000782552,0.00005251609,8.113529e-7,0.00001084233,0.00005831196,0.00008331307,0.00008059231,0.0006307961,0.9982774,0.000007116871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003624987,0.001735611,0.01712751,0.01804323,0.007797342,0.001670494,0.1569104,0.01319156,0.779899],"genre_scores_gemma":[0.01995145,0.001317268,0.01665264,0.006176189,0.001210962,0.001871004,0.1773985,0.00442901,0.7709929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7219387,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457053145958283,"score_gpt":0.2343529667318559,"score_spread":0.2197824352722731,"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."}}