{"id":"W7102750740","doi":"10.17028/rd.lboro.30384286.v1","title":"P.14.SB","year":2025,"lang":"","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Visualization; Data collection; Window (computing)","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":[0.0003706808,0.000764818,0.0003695315,0.001556686,0.005233263,0.005558559,0.001010416,0.001365267,0.3198698],"category_scores_gemma":[0.001285094,0.0003627934,0.0002729909,0.002302978,0.001304359,0.001399892,0.00115339,0.001700318,0.1488983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006536998,"about_ca_system_score_gemma":0.007737303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7147162,"about_ca_topic_score_gemma":0.9076853,"domain_scores_codex":[0.9996444,0.00001845481,0.000008814558,0.00004488842,0.0002195494,0.00006394959],"domain_scores_gemma":[0.9993309,0.00005395356,0.00001584135,0.00003127314,0.0004481338,0.000119859],"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":[0.000009036962,0.000003769524,0.0001189901,0.00005673637,0.000001120677,0.00002558428,0.0003488689,0.00001595013,0.0001115348,0.004718635,0.9665286,0.02806121],"study_design_scores_gemma":[0.000001116128,0.000001017073,0.0004984621,0.00004431953,6.66828e-7,0.00001474103,0.0001514112,0.000005326468,0.00002659891,0.0002761146,0.9989783,0.000002049428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004423255,0.006826171,0.0005529127,0.005717319,0.002003972,0.00006309179,0.006338018,0.0004553016,0.9776007],"genre_scores_gemma":[0.001847626,0.001168161,0.0002356103,0.0007907581,0.0001500747,0.00001863432,0.0007792841,0.0001710336,0.9948389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7147162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341049109698477,"score_gpt":0.2828903929024789,"score_spread":0.2394799018054941,"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."}}