{"id":"W6935766357","doi":"10.57907/mirri/h4v7gm","title":"MIRRI0043087","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxon; Organism; Fungus; Identification (biology)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003242637,0.0002678765,0.0002751837,0.0001788042,0.0002098152,0.0002016601,0.001937502,0.0001286839,0.7765964],"category_scores_gemma":[0.00007358855,0.0002563779,0.000143492,0.0002631628,0.00002322794,0.0001262358,0.0006704303,0.000396298,0.1487321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392936,"about_ca_system_score_gemma":0.0005059199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351354,"about_ca_topic_score_gemma":0.00009641693,"domain_scores_codex":[0.9980574,0.0001783504,0.0003770555,0.0004978339,0.0005397602,0.0003495912],"domain_scores_gemma":[0.9981481,0.0002096644,0.0002630743,0.001184392,0.00005931893,0.0001354296],"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":[6.617717e-7,0.00008411927,0.00001199423,0.00002488872,0.00002747798,0.00002247399,0.0001768338,0.00001575733,0.000004911092,0.002138497,0.9972243,0.0002681031],"study_design_scores_gemma":[0.0001055034,0.00002192052,0.00006188275,0.00002116714,0.00001189255,0.00004876342,0.00003518837,0.00001136425,0.00001381411,0.0005425101,0.9988429,0.0002831158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003110716,0.001085389,0.0002892152,0.004232926,0.003437503,0.0001820188,0.9905909,0.0001022636,0.00004870051],"genre_scores_gemma":[0.00000984691,0.0001658812,0.0008893421,0.001689471,0.0009709241,0.0001011165,0.9876058,0.00001525411,0.008552388],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6278644,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725873432646626,"score_gpt":0.2688024318575628,"score_spread":0.2515436975310965,"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."}}