{"id":"W7015303501","doi":"","title":"Review of &lt;i&gt;Teaching Children Science: Hands-on Nature Study in North America, 1890-1930&lt;/i&gt; by Sally Kohlstedt","year":2011,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Neglect; Science education; Nature of Science; Realization (probability); Natural science; Phenomenon","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":[],"consensus_categories":[],"category_scores_codex":[0.003664499,0.0002122833,0.0003813373,0.0004011098,0.0009197514,0.0001031138,0.001583872,0.0001249299,0.0005940877],"category_scores_gemma":[0.001986535,0.0001897994,0.00009031367,0.002495379,0.001069451,0.0005431609,0.0001207124,0.0006735226,0.00008026165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984867,"about_ca_system_score_gemma":0.001189852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01857734,"about_ca_topic_score_gemma":0.05441939,"domain_scores_codex":[0.9963355,0.0007205966,0.0005200159,0.0006225126,0.001183773,0.0006175918],"domain_scores_gemma":[0.9984184,0.0002022236,0.0003445693,0.0005653378,0.0002133732,0.0002560814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000285099,0.001431272,0.8222603,0.00007163332,0.00002051949,0.000003615679,0.1430816,0.000001655967,0.0006076669,0.003069374,0.01224184,0.01718199],"study_design_scores_gemma":[0.0004959949,0.0005891829,0.9592811,0.0004903914,0.0000237471,0.000002415908,0.001593398,0.000005978731,0.00002219287,0.0000842118,0.03704469,0.0003667225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457552,0.00405574,0.000003179524,0.000471552,0.0008152638,0.0008158882,0.00001412248,0.00005732746,0.0480117],"genre_scores_gemma":[0.994747,0.002184478,0.00009723235,0.00225139,0.0001716597,0.0000361484,0.00001255901,0.00001418943,0.0004853571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1414882,"threshold_uncertainty_score":0.987958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809987650790902,"score_gpt":0.3552108095425454,"score_spread":0.3171109330346363,"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."}}