{"id":"W1508143244","doi":"10.20360/g2059m","title":"Journey to Becoming a Writer: Review of Research about Children’s Identities as Writers","year":2010,"lang":"en","type":"review","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Construct (python library); Literacy; Psychology; Pedagogy; Sociology; Mathematics education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003171445,0.00090758,0.002608669,0.006888391,0.0005970604,0.002298475,0.001217526,0.001673087,0.002593984],"category_scores_gemma":[0.00884116,0.0007648825,0.0009244028,0.01058682,0.00127905,0.003291419,0.00135284,0.001612834,0.0006176173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716155,"about_ca_system_score_gemma":0.008808128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00988475,"about_ca_topic_score_gemma":0.02318973,"domain_scores_codex":[0.9981058,0.0005135997,0.0005861483,0.0002918632,0.0004326688,0.00006999628],"domain_scores_gemma":[0.9920806,0.005704068,0.0009924945,0.0001007823,0.0009458344,0.0001761743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001054719,0.00005467308,0.000843264,0.2793841,0.0003874993,0.0002577886,0.001632007,0.0001248083,0.0003753051,0.001861638,0.01570987,0.6992636],"study_design_scores_gemma":[0.00004198282,0.0001772078,0.009051458,0.4131757,0.002004796,0.002348213,0.003755036,0.00005918071,0.0003846574,0.001735297,0.5672042,0.0000621638],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007603846,0.9996203,0.00001388283,0.0001218602,0.00002690092,0.000002443019,0.00001166123,8.474746e-7,0.0001258917],"genre_scores_gemma":[0.0005084641,0.9993223,0.00004534952,0.00006435031,0.00001493136,0.000005090109,0.00001098145,4.507812e-7,0.00002800903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00988475,"threshold_uncertainty_score":0.01965439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08059513801037825,"score_gpt":0.4264209522445173,"score_spread":0.3458258142341391,"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."}}