{"id":"W7106258464","doi":"10.7488/ds/8046","title":"Casablanca - 2025 images","year":2025,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Documentation; Adventure; China; Quarter (Canadian coin); Downtown; Citation; Cultural heritage","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009625871,0.0002548322,0.0004722572,0.0008363563,0.00005706435,0.00000716536,0.00059191,0.0003556836,0.2425171],"category_scores_gemma":[0.00004783629,0.0003299246,0.0001842751,0.0003643811,0.0002956177,0.00005153581,0.0002677111,0.0002338332,0.0004138748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112528,"about_ca_system_score_gemma":0.0003585476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007452852,"about_ca_topic_score_gemma":0.0004983984,"domain_scores_codex":[0.9989866,0.00002100327,0.00009300798,0.000374754,0.0002714728,0.0002531749],"domain_scores_gemma":[0.9989886,0.00005497597,0.0002493281,0.0005237652,0.0001007097,0.0000825929],"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":[0.00003052917,0.00004946831,0.0003625701,0.00002283534,0.0002164521,0.00009130455,0.00004419857,0.000001624142,0.00008198454,0.0001124867,0.9985893,0.0003971985],"study_design_scores_gemma":[0.0005481259,0.00001922381,0.00004555833,0.0004340123,0.0002255351,9.515257e-7,0.0003118493,0.000004679962,0.00006836922,0.0001002752,0.997986,0.0002554081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009471119,0.0005313029,0.0001956411,0.00007988363,0.000464966,0.0002062411,0.001349303,0.000336692,0.9968265],"genre_scores_gemma":[0.0002246012,0.0002396176,0.0009490651,0.00001677825,0.0001842368,5.217017e-8,0.00009733516,0.0001299745,0.9981583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2421033,"threshold_uncertainty_score":0.9999153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007812621568375257,"score_gpt":0.2089106659154568,"score_spread":0.2010980443470815,"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."}}