{"id":"W7096801123","doi":"","title":"DÉPARTEMENT DE GÉOLOGIE ET GÉNIE GÉOLOGIQUE F ACUL TÉ DE SCIENCES ET DE GÉNIE","year":2014,"lang":"en","type":"article","venue":"","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Derogation; Limiting","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":[0.001306153,0.0008517129,0.0005596749,0.003004336,0.001280634,0.001856642,0.0007620415,0.000935623,0.03082184],"category_scores_gemma":[0.002078804,0.0003169846,0.0003657234,0.001984533,0.001198373,0.0009694716,0.002048472,0.001572245,0.007943031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004219086,"about_ca_system_score_gemma":0.007415123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0601771,"about_ca_topic_score_gemma":0.06798501,"domain_scores_codex":[0.9991929,0.0001032581,0.00004721883,0.0002116332,0.0003144332,0.0001306339],"domain_scores_gemma":[0.9977908,0.0003156944,0.0002157607,0.0002068308,0.0008930683,0.0005778981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005387302,0.0001459406,0.1167965,0.001136108,0.0000895076,0.0013019,0.005335312,0.002192533,0.01348705,0.04566161,0.1088575,0.7044574],"study_design_scores_gemma":[0.00001749015,0.00007945793,0.1650834,0.0002453527,0.00001830983,0.0006215598,0.001032544,0.0007767739,0.004120769,0.003380726,0.8245938,0.00002970296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.247566,0.08389369,0.02493201,0.03673587,0.008520109,0.0005766413,0.03084392,0.00150669,0.565425],"genre_scores_gemma":[0.3366217,0.02832526,0.03634372,0.0009342124,0.00126188,0.0002841165,0.008025545,0.0004103641,0.5877932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9691781,"threshold_uncertainty_score":0.1196536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.078378359338936,"score_gpt":0.3243888016143258,"score_spread":0.2460104422753898,"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."}}