{"id":"W1943982705","doi":"10.5931/djim.v9i1.3347","title":"Bridging the Gap: An Inquiry into New Adult as a Viable Category of Fiction","year":2013,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bridging (networking); Sociology; Psychology; Public relations; Media studies; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099661,0.0001149456,0.0002063879,0.0002400766,0.0004507368,0.0001499643,0.000566124,0.00005085587,0.000442256],"category_scores_gemma":[0.00003768366,0.00008123844,0.0001289055,0.0003096373,0.0001522792,0.0007617079,0.0002598265,0.0001673661,0.00007802368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150167,"about_ca_system_score_gemma":0.0002085022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005398402,"about_ca_topic_score_gemma":0.0004600326,"domain_scores_codex":[0.9982991,0.0002379662,0.0006321216,0.0001299908,0.0004777557,0.0002230355],"domain_scores_gemma":[0.9985263,0.00004937563,0.000626769,0.0002666739,0.0003449652,0.000185928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006159946,0.0002895775,0.001500525,0.0001168325,0.0002197997,0.00001482778,0.6515558,0.0002894312,0.0002307326,0.04105987,0.252056,0.05260494],"study_design_scores_gemma":[0.0006308057,0.000629416,0.0137688,0.0004519456,0.0001204512,0.00004717298,0.9169318,0.0002241025,0.0001707911,0.03030564,0.0364406,0.0002784724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035614,0.0002002376,0.003099934,0.02007147,0.002270894,0.0004893698,5.951485e-7,0.0000247868,0.07028136],"genre_scores_gemma":[0.9921243,0.00009040016,0.0004749795,0.0003673405,0.00188158,0.00001249993,0.000001493779,0.00001378059,0.005033669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2653759,"threshold_uncertainty_score":0.8160805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316942961658344,"score_gpt":0.3650048166784072,"score_spread":0.3318353870618238,"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."}}