{"id":"W7132291410","doi":"","title":"An Investigation into Japine Platinum Photographs: William Willis´s Proprietary Paper","year":2015,"lang":"en","type":"article","venue":"Ministry of Culture Research Portal","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Thoracic Surgeons","funders":"","keywords":"Platinum; Mistake; Amorphous solid; Sample (material); Product (mathematics); Thin film","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009482368,0.0002212456,0.0003454614,0.0001211234,0.0003270914,0.0003160451,0.0003660476,0.0001386165,0.003005117],"category_scores_gemma":[0.0001218818,0.0001553304,0.0001298524,0.0002041186,0.001214645,0.0008418357,0.00008008622,0.0003196029,0.00004861865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000275106,"about_ca_system_score_gemma":0.000142445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809862,"about_ca_topic_score_gemma":0.003515652,"domain_scores_codex":[0.9973574,0.0002351345,0.0005025875,0.0003811736,0.001140427,0.0003832994],"domain_scores_gemma":[0.9979062,0.00002125426,0.0001594227,0.0004115112,0.001132939,0.0003686471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003311395,0.0006335344,0.004826878,0.0005957673,0.000428302,0.0002004773,0.4503269,0.00002038885,0.3575489,0.01383327,0.1692044,0.002049984],"study_design_scores_gemma":[0.001680115,0.002810789,0.001602772,0.0003364258,0.0001719489,0.00005146705,0.3260364,0.0001778881,0.05088903,0.01460696,0.6004815,0.001154742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726635,0.0003835785,0.000001050344,0.0003887221,0.0002006432,0.0003561705,0.0001041002,0.00007467858,0.02582754],"genre_scores_gemma":[0.9903293,0.00002504052,0.0004928835,0.00007741603,0.0009323793,0.00005390423,0.0007200341,0.00002511373,0.007343992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4312771,"threshold_uncertainty_score":0.9979063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09370928642256922,"score_gpt":0.336538879829224,"score_spread":0.2428295934066548,"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."}}