{"id":"W2779587527","doi":"10.36510/learnland.v7i1.629","title":"Commentary: Connecting With Children—Something That Cannot Be Taught","year":2013,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Novelty; Aside; Curriculum; Key (lock); Pedagogy; Psychology; Mathematics education; Component (thermodynamics); Social psychology; Computer science; Art; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007978397,0.0001318304,0.0001689703,0.00008389133,0.002469226,0.0003061631,0.0001930332,0.00007153289,0.0007135129],"category_scores_gemma":[0.0002842091,0.0001019925,0.00003267633,0.000322063,0.00006796385,0.0004163578,0.00008618399,0.0004856017,0.00003447459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080132,"about_ca_system_score_gemma":0.00005180204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0351946,"about_ca_topic_score_gemma":0.01115939,"domain_scores_codex":[0.9983937,0.0005397345,0.0001110926,0.0002323677,0.0003703571,0.0003528157],"domain_scores_gemma":[0.9992382,0.0003359985,0.0001245561,0.0001040749,0.00008730357,0.0001098557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001852342,0.00004763022,0.8598983,0.00000680611,0.00006735545,0.000003575531,0.1070998,0.0006144479,0.0003018056,0.001158937,0.01334107,0.0174418],"study_design_scores_gemma":[0.001509415,0.0004241191,0.12115,0.0002512576,0.00006535636,0.00001006775,0.1361588,0.001355543,0.0005251954,0.000327812,0.7373217,0.0009007389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567997,0.0001337074,0.0002080573,0.02344316,0.0001017713,0.0002223273,0.000002207642,0.0002729917,0.01881602],"genre_scores_gemma":[0.9963942,0.00003028053,0.0007931027,0.00140612,0.0002888881,0.00001320327,0.0000298422,0.00001931562,0.001025085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7387483,"threshold_uncertainty_score":0.9988294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492216615604841,"score_gpt":0.2775823374887242,"score_spread":0.2626601713326758,"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."}}