{"id":"W4390762117","doi":"10.7202/1108214ar","title":"A Problematic Past and the Promise of Light in Seen but Not Seen","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Historical Association","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; History; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008273757,0.0000560507,0.0001867571,0.0001333267,0.0001958217,0.00003607813,0.0001360842,0.00005135036,0.00001844309],"category_scores_gemma":[0.000250842,0.00002910149,0.0001128687,0.0001527139,0.00001275485,0.00008667367,0.0000111402,0.0002229234,0.000002277691],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004779121,"about_ca_system_score_gemma":0.0001170623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05330333,"about_ca_topic_score_gemma":0.4170198,"domain_scores_codex":[0.999155,0.0001332583,0.0002990528,0.00004425978,0.0002418952,0.0001264957],"domain_scores_gemma":[0.9991935,0.00010731,0.0004346038,0.00005583066,0.0001407754,0.00006794602],"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":[0.0002160244,0.0001209552,0.02315484,0.0002373519,0.0003661406,0.0000206956,0.2494949,0.00002885819,0.001249973,0.01975711,0.7049114,0.0004417385],"study_design_scores_gemma":[0.004294107,0.0002719368,0.06085542,0.0004543079,0.000355913,0.00001710882,0.00256307,0.0002588609,0.0003253287,0.02421803,0.9060314,0.0003544953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8310272,0.0002228141,3.566119e-7,0.1653649,0.0009686684,0.0004362758,0.00005650389,0.000009289377,0.001914024],"genre_scores_gemma":[0.9792615,0.00001370816,0.000002763677,0.0002472178,0.0002866255,0.000005493018,6.9345e-7,0.000004952671,0.02017703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637165,"threshold_uncertainty_score":0.9990414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051322250693563,"score_gpt":0.2018852247697099,"score_spread":0.1813720022627743,"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."}}