{"id":"W1983241391","doi":"10.1119/1.3566042","title":"What physics principle can I teach with this?","year":2011,"lang":"en","type":"article","venue":"The Physics Teacher","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health","keywords":"Cuckoo; Physics education; Mathematics education; Observer (physics); Science education; Function (biology); Theoretical physics; Physics; Mathematics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005009566,0.0007151898,0.0008924081,0.001131842,0.005065539,0.006134588,0.002277072,0.006163656,0.03274763],"category_scores_gemma":[0.0152553,0.0005622183,0.001187693,0.0005828259,0.01467918,0.01257496,0.00415558,0.01277533,0.01974586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003245781,"about_ca_system_score_gemma":0.003833237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182252,"about_ca_topic_score_gemma":0.003710081,"domain_scores_codex":[0.9967909,0.001294083,0.00009079216,0.0004884136,0.0008954159,0.0004404142],"domain_scores_gemma":[0.9953672,0.002135638,0.0003008656,0.000642903,0.0008314711,0.0007219717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002952531,0.00008008607,0.0003048807,0.0001663106,0.00001810228,0.00005234721,0.0009751277,0.0002008625,0.0001303946,0.8627931,0.1125815,0.02266767],"study_design_scores_gemma":[0.00004745107,0.00004562094,0.0003656809,0.0003776139,0.00001570068,0.00009782727,0.0007362292,0.0002641412,0.0002475399,0.6553116,0.3424594,0.00003124568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002334779,0.007568726,0.02990879,0.570547,0.01201671,0.0001009693,0.000186255,0.0005398151,0.3767969],"genre_scores_gemma":[0.2930447,0.0189237,0.05169699,0.3353514,0.02019947,0.0009680784,0.0003276202,0.001136281,0.2783519],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03274763,"threshold_uncertainty_score":0.1095517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854711961723011,"score_gpt":0.217052956924556,"score_spread":0.1785058373073258,"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."}}