{"id":"W7019968273","doi":"","title":"Infographic: Social Project Scan","year":2021,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infographic; Workforce; Workforce development; Information system; Key (lock)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002145374,0.0006147716,0.0005784185,0.01427309,0.002825993,0.003834795,0.001316561,0.000949309,0.3422794],"category_scores_gemma":[0.01909996,0.000660799,0.000347031,0.02009788,0.0006784898,0.003434562,0.004671229,0.0009744625,0.0844724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722793,"about_ca_system_score_gemma":0.01168799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1319541,"about_ca_topic_score_gemma":0.2228592,"domain_scores_codex":[0.9982332,0.0004178399,0.0002019696,0.0002476366,0.0006217016,0.0002777016],"domain_scores_gemma":[0.9835491,0.004273304,0.001164194,0.001787683,0.007417158,0.001808617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004905394,0.00001542107,0.00191744,0.0003652051,0.000005865249,0.00005123238,0.001117417,0.0000390663,0.00007536937,0.002878838,0.9708811,0.02260392],"study_design_scores_gemma":[0.00002274261,0.000006874649,0.005468356,0.0002911365,0.000008684788,0.00004051766,0.002430821,0.0001235486,0.0001597784,0.001671079,0.9897596,0.000016794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003976533,0.0002008245,0.001724784,0.001200615,0.0001204679,0.0005386352,0.8057746,0.003514767,0.1829488],"genre_scores_gemma":[0.0496022,0.0009871817,0.01738947,0.001073816,0.0001913746,0.006719145,0.7612388,0.008621704,0.1541764],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6577206,"threshold_uncertainty_score":0.9381586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601305565044968,"score_gpt":0.1771076486601744,"score_spread":0.1610945930097247,"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."}}