{"id":"W7162197916","doi":"10.59236/emro.v25i9a8075","title":"Where the Butterflies Go","year":2023,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monarch butterfly; Butterfly; State (computer science); Citizen science; Shot (pellet)","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":[0.002297169,0.0003878589,0.0005077106,0.0002186329,0.000525841,0.0001029026,0.001055746,0.0001798544,0.01953939],"category_scores_gemma":[0.001854991,0.0002508255,0.000246438,0.002094968,0.0004439627,0.0001705436,0.0001010219,0.0006104205,0.06726967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008651406,"about_ca_system_score_gemma":0.0008822891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008867858,"about_ca_topic_score_gemma":0.0004398792,"domain_scores_codex":[0.9962755,0.0007349148,0.001044517,0.0007070788,0.0005567218,0.0006812243],"domain_scores_gemma":[0.9954065,0.002853898,0.0005111931,0.0007810962,0.0001687711,0.0002785464],"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":[0.00001828785,0.0005435559,0.01129384,0.0001966662,0.00003331604,0.000001759879,0.01075759,0.000001824583,0.00005617902,0.01157098,0.9037877,0.06173835],"study_design_scores_gemma":[0.0001069031,0.00004169076,0.2458185,0.0003770835,0.00006397401,0.00003467176,0.002563209,0.00004214159,0.000001456931,0.002901678,0.7478227,0.0002259888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.08493997,0.2633625,0.00001084543,0.6052924,0.0383433,0.001577312,0.0008474234,0.00008095487,0.005545328],"genre_scores_gemma":[0.1067348,0.5929293,0.001542724,0.01217624,0.05086666,0.001274492,0.007442676,0.0001139189,0.2269191],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5931162,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097369073039165,"score_gpt":0.4032760834704858,"score_spread":0.2935391761665693,"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."}}