{"id":"W6969170811","doi":"10.5281/zenodo.5410983","title":"Dinocampus coccinellae","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Product (mathematics); Context (archaeology); Natural (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001055407,0.0005675363,0.0002062004,0.001149298,0.001401003,0.0003687965,0.0002796356,0.0003741471,0.006967216],"category_scores_gemma":[0.0005119621,0.0001448454,0.00006617446,0.0007414632,0.0005437163,0.0003947498,0.0006171862,0.0002230124,0.001540599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915567,"about_ca_system_score_gemma":0.0004302521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02117667,"about_ca_topic_score_gemma":0.0395046,"domain_scores_codex":[0.9998759,0.00002092263,0.00001060751,0.00003971227,0.00003359516,0.00001928082],"domain_scores_gemma":[0.9998451,0.00003033443,0.00005623522,0.000009317832,0.00003098415,0.00002796388],"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":[0.001642637,0.0003111073,0.2733845,0.002266261,0.0001006881,0.005727279,0.004191526,0.00120141,0.0618597,0.007322564,0.02500656,0.6169859],"study_design_scores_gemma":[0.00008976324,0.0003578823,0.7501962,0.0008766243,0.0001420283,0.009685217,0.003199995,0.0009141812,0.006276589,0.001284275,0.2269227,0.00005452132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807496,0.009438037,0.002051994,0.0004855559,0.0004872458,0.0002218009,0.001734937,0.0002656459,0.2045653],"genre_scores_gemma":[0.9829333,0.003101742,0.001748103,0.0002505693,0.0001216243,0.00008191,0.0007449446,0.00001497293,0.01100294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117667,"threshold_uncertainty_score":0.04210681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207244092104602,"score_gpt":0.3478429160041504,"score_spread":0.2857704750831044,"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."}}