{"id":"W2782393846","doi":"10.36510/learnland.v3i2.339","title":"Evidence in Education","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Reading and Literacy Development","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Autonomy; Work (physics); Psychology; Public relations; Engineering ethics; Social psychology; Epistemology; Pedagogy; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2054808,0.002451502,0.009328652,0.01771369,0.003798095,0.02052111,0.006643177,0.02209621,0.01653658],"category_scores_gemma":[0.5919841,0.002250092,0.005040273,0.009832107,0.0196584,0.02423465,0.009208574,0.01969186,0.003751268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0153936,"about_ca_system_score_gemma":0.02280156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006236984,"about_ca_topic_score_gemma":0.005814436,"domain_scores_codex":[0.7604053,0.146714,0.03927977,0.01224681,0.03870092,0.002653216],"domain_scores_gemma":[0.2994637,0.5968676,0.02655001,0.03535816,0.03652523,0.005235224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008884436,0.0003657825,0.007181646,0.2033521,0.007903835,0.0009174005,0.002716355,0.001289523,0.0006290582,0.2697617,0.1393382,0.3656558],"study_design_scores_gemma":[0.000491695,0.0004256781,0.004708973,0.3343833,0.003146846,0.0005742272,0.002126065,0.0005051065,0.0005942719,0.2760909,0.3767701,0.0001826749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001648842,0.6545824,0.01094289,0.2764075,0.02259845,0.0008513017,0.0009674842,0.0001500902,0.03185102],"genre_scores_gemma":[0.1491433,0.5268465,0.06235787,0.2309079,0.02033862,0.00329989,0.001458407,0.0002442808,0.005403375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2054808,"threshold_uncertainty_score":0.9797836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102133673538527,"score_gpt":0.3218703041207482,"score_spread":0.3008489673853629,"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."}}