{"id":"W7037724180","doi":"","title":"Flore Nordique du Québec et du Labrador. Vol. 1 by PayetteSerge","year":2014,"lang":"fr","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Identification (biology); Process (computing); Context (archaeology)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003096057,0.0004901497,0.0004393607,0.00006063499,0.001793805,0.0003975618,0.000930775,0.0005773947,0.00772886],"category_scores_gemma":[0.0001745922,0.0003334057,0.0003235705,0.0006219356,0.0009532694,0.004642344,0.0006581564,0.000498649,0.004783242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195032,"about_ca_system_score_gemma":0.0002332275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.050532,"about_ca_topic_score_gemma":0.01521249,"domain_scores_codex":[0.9972219,0.0005064462,0.0003358458,0.0007890855,0.0003980413,0.0007486433],"domain_scores_gemma":[0.9987836,0.0001904608,0.0002002242,0.0001900411,0.0001052397,0.0005303734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009034385,0.0002723409,0.516814,0.00004776199,0.00004612328,0.00007012774,0.0002603961,0.00001608642,0.00009628029,0.007765997,0.4712655,0.003255072],"study_design_scores_gemma":[0.0004492518,0.0002206452,0.34721,0.00008072834,0.00005589433,0.00002807649,0.0003833108,0.0002750033,0.0001620394,0.00009529982,0.6505288,0.0005108752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101907,0.00200198,0.0001976,0.1684721,0.003119181,0.000369479,0.005596135,0.0005064256,0.009546398],"genre_scores_gemma":[0.963477,0.002482884,0.0005749706,0.0148602,0.001839659,0.000006502076,0.0006154346,0.000005862949,0.01613754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792634,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007078113006325129,"score_gpt":0.1490644370756486,"score_spread":0.1419863240693235,"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."}}