{"id":"W1992207937","doi":"10.5539/ies.v4n1p179","title":"How to Write Geography Teaching Paper","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teaching method; Mathematics education; Subject (documents); Pedagogy; Sociology; Computer science; Psychology; Library science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004899374,0.0006035313,0.0006037065,0.001492365,0.002928973,0.00838755,0.0009066836,0.002147295,0.09009764],"category_scores_gemma":[0.05867153,0.0004100064,0.0006846168,0.0009643046,0.001603264,0.005720187,0.002422255,0.005020206,0.06649702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000918727,"about_ca_system_score_gemma":0.002989175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007581605,"about_ca_topic_score_gemma":0.0009537925,"domain_scores_codex":[0.9949775,0.001978221,0.0005660865,0.0003308277,0.001870074,0.0002771935],"domain_scores_gemma":[0.9502019,0.01911177,0.002154267,0.004229055,0.01884183,0.00546136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004792713,0.00007942828,0.0004031809,0.0003555592,0.00001200351,0.0006090393,0.002969901,0.0003632121,0.002080449,0.01813154,0.8429913,0.1319565],"study_design_scores_gemma":[0.00001293761,0.00002995484,0.0001878408,0.00019042,0.000003379055,0.0003650241,0.001641044,0.0001644741,0.000590355,0.006463954,0.9903362,0.00001449565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.008188697,0.003557147,0.1080009,0.2060611,0.3165815,0.001380882,0.001873858,0.005639595,0.3487163],"genre_scores_gemma":[0.08036252,0.005853989,0.1770997,0.05298284,0.06999788,0.001325906,0.002306807,0.01045848,0.5996118],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09009764,"threshold_uncertainty_score":0.3014066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06342518241806605,"score_gpt":0.3770484403811097,"score_spread":0.3136232579630437,"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."}}