{"id":"W41854919","doi":"10.58680/la20064914","title":"If at First You Don't Succeed…: A Closer Look at an Old Adage","year":2006,"lang":"en","type":"article","venue":"Language Arts","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003763084,0.0006092454,0.000430235,0.001837016,0.02160187,0.01047777,0.001125448,0.003795588,0.003429208],"category_scores_gemma":[0.003972977,0.0005244499,0.00036391,0.001126091,0.02135223,0.01072343,0.004405083,0.01190771,0.0008357808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01520878,"about_ca_system_score_gemma":0.006182583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2494948,"about_ca_topic_score_gemma":0.402996,"domain_scores_codex":[0.9963308,0.001969102,0.0000698357,0.0002697388,0.0005953037,0.0007651983],"domain_scores_gemma":[0.9976954,0.0009595596,0.0001785632,0.0001028479,0.0004657435,0.0005979667],"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":[0.00001528507,0.00002164933,0.001677929,0.00004679601,0.000003086746,0.0007529781,0.9491946,0.0000164695,0.0005831188,0.0236431,0.01583894,0.008205965],"study_design_scores_gemma":[0.000003240901,0.00003463954,0.005627882,0.0003145422,0.000007268934,0.0009031741,0.6598756,0.00005781822,0.0002538127,0.003193179,0.3296973,0.00003164632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3738775,0.02339622,0.003759885,0.276625,0.003528782,0.00005994828,0.0001183421,0.000100039,0.3185342],"genre_scores_gemma":[0.8769001,0.008561036,0.001307849,0.02644145,0.0006649757,0.00004016318,0.00004558126,0.0002094765,0.0858294],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2494948,"threshold_uncertainty_score":0.4960852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208234381214269,"score_gpt":0.2251038146751976,"score_spread":0.2130214708630549,"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."}}