{"id":"W255033999","doi":"","title":"A Preliminary Analytical Framework for Comparative Analysis of Alternative Primary Education Programs in Developing Nations.","year":2002,"lang":"en","type":"article","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Plan (archaeology); Mathematics education; Scale (ratio); Pedagogy; Political science; Public relations; Sociology; Psychology; Computer science","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":[0.0003822186,0.00006419459,0.0002376855,0.0005891907,0.0001355963,0.00003528444,0.0001312325,0.00006991416,0.0001861994],"category_scores_gemma":[0.000244135,0.00006093318,0.00008562826,0.00253648,0.0001058168,0.0001463821,0.00001109866,0.00005467745,0.000004954715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217549,"about_ca_system_score_gemma":0.0003362913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243684,"about_ca_topic_score_gemma":0.001732514,"domain_scores_codex":[0.999038,0.0001375775,0.0003148141,0.0001549049,0.00020179,0.0001528718],"domain_scores_gemma":[0.998866,0.0005320042,0.0001532071,0.00009586894,0.0002981916,0.0000547462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005793214,0.0002836602,0.03997361,0.00001835055,0.0001467331,3.397843e-8,0.1108915,0.0001911967,2.049408e-7,0.8451163,0.0004709944,0.002901607],"study_design_scores_gemma":[0.000884447,0.0004530358,0.2452497,0.0007935402,0.00107116,8.824243e-7,0.4800615,0.105629,0.0000545458,0.0352983,0.1293433,0.001160553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6696216,0.0004550115,0.08253579,0.01436112,0.000567629,0.002573304,0.00001538017,0.00006907249,0.2298011],"genre_scores_gemma":[0.9660596,0.0000383218,0.03167333,0.0002307553,0.0001362406,0.0002160785,0.00002317747,0.000002863191,0.001619661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809818,"threshold_uncertainty_score":0.3391793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807201419328698,"score_gpt":0.452323723395097,"score_spread":0.2716035814622272,"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."}}