{"id":"W6969146870","doi":"10.5281/zenodo.7805315","title":"protwis/protwis: Release 2023 March","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Zoo","funders":"","keywords":"Visualization; Action (physics); Component (thermodynamics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002959837,0.004015922,0.001850369,0.003590513,0.001221678,0.006899851,0.003634557,0.002052321,0.3154424],"category_scores_gemma":[0.008361857,0.002463128,0.001473028,0.005276471,0.0006577768,0.004786582,0.00415263,0.002416169,0.5667743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008584285,"about_ca_system_score_gemma":0.001855567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007494163,"about_ca_topic_score_gemma":0.006176644,"domain_scores_codex":[0.9980249,0.0002629345,0.0002070252,0.0003635771,0.000873271,0.000268347],"domain_scores_gemma":[0.9970542,0.0006396558,0.0002620165,0.0009173662,0.0008063943,0.0003203876],"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":[0.0002621603,0.00001360784,0.0001711008,0.0002907074,0.00002293311,0.0000549554,0.00004104269,0.0001254834,0.0006417348,0.001487747,0.9829927,0.01389596],"study_design_scores_gemma":[0.00007101998,0.00001390535,0.0003851942,0.00008369037,0.0000160107,0.00006575689,0.00002196348,0.000264802,0.001032102,0.00219348,0.9958166,0.00003548801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001043642,0.001176086,0.01485974,0.001112505,0.0007977326,0.000122079,0.727065,0.181875,0.07194819],"genre_scores_gemma":[0.002954844,0.0006257095,0.007356492,0.0003551208,0.0001440028,0.0001601478,0.8909898,0.05874509,0.0386689],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3154424,"threshold_uncertainty_score":0.9764383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874583934781987,"score_gpt":0.2597379661579399,"score_spread":0.23099212681012,"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."}}