{"id":"W2602164119","doi":"10.2505/4/sc17_054_07_34","title":"Waiting for the Monarch: A Kindergarten Inquiry into Life Science Occurs just Outside the Classroom Window","year":2017,"lang":"en","type":"article","venue":"Science and Children","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics education; Science education; Pedagogy; Psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01014616,0.0001236737,0.0001154318,0.0001336499,0.03148235,0.002596231,0.003922684,0.00004831871,0.00002921897],"category_scores_gemma":[0.008102094,0.0000711177,0.00005037374,0.0007837733,0.02347014,0.001559378,0.0003913269,0.0002180389,0.00002069931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007642301,"about_ca_system_score_gemma":0.004140641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622071,"about_ca_topic_score_gemma":0.00167614,"domain_scores_codex":[0.9969906,0.00007627756,0.0001864492,0.0005752463,0.001388378,0.0007830783],"domain_scores_gemma":[0.9977244,0.000490616,0.0002185395,0.0007534872,0.0004495666,0.0003634095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002180254,0.00007252346,0.3418824,0.000005701932,0.00001681913,5.368764e-7,0.3255089,0.00002998441,0.0009981968,0.1430435,0.008250709,0.180169],"study_design_scores_gemma":[0.0002302011,0.00003822091,0.84422,0.00001645274,0.00001945117,0.000004547547,0.1350164,0.0008142637,0.0002247425,0.005359321,0.01384361,0.0002127144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054023,0.0001756837,0.00009831029,0.08591765,0.001473846,0.0006058158,0.000003008809,0.00003359884,0.006289802],"genre_scores_gemma":[0.9955588,0.00008938243,0.000123717,0.002757354,0.001061873,0.00004345664,4.68537e-7,0.000005167879,0.0003597854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5023377,"threshold_uncertainty_score":0.9984392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623781165191722,"score_gpt":0.444486449819843,"score_spread":0.2821083333006708,"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."}}