{"id":"W2168714900","doi":"10.5430/wjel.v2n1p2","title":"Projects for Special Purposes: A Progress Report","year":2012,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Task (project management); Context (archaeology); Autonomy; Computer science; Foreign language; Learner autonomy; Mathematics education; Pedagogy; Engineering ethics; Language education; Sociology; Psychology; Political science; Comprehension approach; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001192672,0.0001164132,0.0002281166,0.0002089063,0.0001952438,0.0001719749,0.0001482163,0.00002469268,0.0009748968],"category_scores_gemma":[0.00102077,0.0000879477,0.0001774629,0.00004356038,0.00007632806,0.0004452262,0.00002108137,0.000360231,0.000006488439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737671,"about_ca_system_score_gemma":0.00004588912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001119292,"about_ca_topic_score_gemma":0.0001270664,"domain_scores_codex":[0.9989334,0.00006426472,0.0003870481,0.00008425384,0.0002266896,0.000304337],"domain_scores_gemma":[0.9988801,0.000100856,0.0004445412,0.0001255682,0.0003415699,0.0001073193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001140642,0.0002817525,0.005059643,0.00009162873,0.0001236473,0.0002329199,0.8516644,0.000002770239,0.00001807754,0.03282915,0.08658629,0.02299563],"study_design_scores_gemma":[0.0004143379,0.0000974655,0.0001341085,0.0001090919,0.00005061466,0.000059469,0.04425827,0.000001521457,0.0000679372,0.00003834259,0.954648,0.0001208038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.581823,0.005298431,0.00003880238,0.0002504642,0.01212442,0.0004315703,0.0000143492,0.0001121809,0.3999068],"genre_scores_gemma":[0.9001861,0.000003268578,0.001012707,0.00009381046,0.07348041,0.00001500446,0.00000730126,0.00002970781,0.02517171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8680617,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867000837834921,"score_gpt":0.2827404921549577,"score_spread":0.2540704837766085,"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."}}