{"id":"W6892936583","doi":"10.5281/zenodo.13159028","title":"Dufourea marginata","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Convolvulus; Range (aeronautics); Asteraceae; Lichen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008684884,0.0007482173,0.0002789257,0.001710871,0.002114406,0.0004307794,0.0004842565,0.0003376123,0.03078949],"category_scores_gemma":[0.0002724589,0.0001871045,0.0001809468,0.000640126,0.0004569473,0.0007902398,0.0007925191,0.000567542,0.005418207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046048,"about_ca_system_score_gemma":0.0005471379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02987449,"about_ca_topic_score_gemma":0.07579675,"domain_scores_codex":[0.9998811,0.00001326769,0.000006298269,0.00004623298,0.00002995409,0.00002305354],"domain_scores_gemma":[0.9998908,0.00001412262,0.00003109029,0.000009548681,0.00004113377,0.00001326416],"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":[0.0002802371,0.0001206156,0.0184754,0.001025399,0.0000334109,0.001012299,0.001759452,0.0003664239,0.01610363,0.007669406,0.04395375,0.9092],"study_design_scores_gemma":[0.00005034424,0.0001099404,0.09927361,0.0004327957,0.00004095598,0.002132293,0.001284854,0.0002004404,0.001517924,0.001528771,0.8934023,0.00002586189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2119576,0.02777904,0.004538311,0.001468497,0.001064355,0.0006880371,0.005714479,0.001183867,0.7456059],"genre_scores_gemma":[0.8825107,0.004883922,0.00547383,0.001299189,0.000258306,0.0002312322,0.003030288,0.0001190903,0.1021935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03078949,"threshold_uncertainty_score":0.1030011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220734081738362,"score_gpt":0.2158912386416331,"score_spread":0.1736838978242495,"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."}}