{"id":"W1857276788","doi":"10.1007/978-94-007-7714-9_8","title":"Writing the Five Principal Sections: Abstract, Introduction, Methods, Results and Discussion","year":2013,"lang":"en","type":"book-chapter","venue":"Springer briefs in education","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Principal (computer security); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252991,0.0002477097,0.0002142851,0.0002074385,0.0006658782,0.0003867123,0.0001392861,0.0001421564,0.000859193],"category_scores_gemma":[0.000347048,0.0001630629,0.00006465805,0.00001751313,0.0002094901,0.0002602099,0.00007440126,0.00114953,0.00009992317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358913,"about_ca_system_score_gemma":0.0001217253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178459,"about_ca_topic_score_gemma":0.0005947584,"domain_scores_codex":[0.9985492,0.0001055088,0.0005147097,0.0004668611,0.0001692924,0.0001943828],"domain_scores_gemma":[0.9988564,0.0002064466,0.0003689928,0.0003728235,0.0001444931,0.00005080162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002693768,0.0000759506,0.00004224479,0.0001405807,0.00005687162,7.336744e-7,0.08694524,0.0000639623,0.00002058757,0.4813255,0.03940272,0.3918986],"study_design_scores_gemma":[0.0001085148,0.00001955127,0.001229332,0.0003661164,0.00003212493,0.000007986537,0.006703235,0.0000256088,0.000006703192,0.0114457,0.9798151,0.0002400371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006574343,0.002497131,0.00004300912,0.02273837,0.006248977,0.0007503409,0.00001628877,0.0001769176,0.9609546],"genre_scores_gemma":[0.02837727,0.0002986376,0.001695954,0.0002838595,0.01164928,0.00007648179,0.00010587,0.00007329497,0.9574394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9404124,"threshold_uncertainty_score":0.9407561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801235916137357,"score_gpt":0.3000299536338125,"score_spread":0.272017594472439,"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."}}