{"id":"W6985865729","doi":"","title":"The luminous sea","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MAGIC (telescope); Marine life; Exploit; Scientific discovery","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":[0.0005901479,0.0004607736,0.0002320302,0.0006330183,0.01169345,0.004858651,0.0004545518,0.0008275739,0.01906835],"category_scores_gemma":[0.001298385,0.0002018973,0.0002410649,0.0003871521,0.008212967,0.001732299,0.002533859,0.003646926,0.002879124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007467656,"about_ca_system_score_gemma":0.005921905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09053968,"about_ca_topic_score_gemma":0.2394418,"domain_scores_codex":[0.9994659,0.0001534387,0.000008835167,0.00007729727,0.0001475813,0.0001469864],"domain_scores_gemma":[0.9993891,0.0001128351,0.00004212223,0.00003940467,0.0001360501,0.000280439],"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":[0.000105499,0.00006500766,0.001362022,0.0001263635,0.00001220852,0.001003164,0.08629258,0.0001090365,0.001547702,0.1394349,0.7249503,0.04499129],"study_design_scores_gemma":[0.000001950867,0.00001160158,0.001270389,0.00008800202,0.000002234819,0.0001946476,0.01386559,0.00001317259,0.0002002041,0.001074855,0.9832705,0.000006836583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03114504,0.009804386,0.001310086,0.04059405,0.008090151,0.00003351127,0.0002472556,0.000185309,0.9085902],"genre_scores_gemma":[0.1529334,0.003201333,0.0007361583,0.008363263,0.0007163762,0.00002707534,0.000136025,0.0002094325,0.833677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09053968,"threshold_uncertainty_score":0.1800254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727556500326771,"score_gpt":0.282310155290253,"score_spread":0.2550345902869853,"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."}}