{"id":"W2483535205","doi":"10.1007/978-94-6300-573-9","title":"What’s a Cellphilm?","year":2016,"lang":"de","type":"book","venue":"SensePublishers eBooks","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.007874527,0.0005797717,0.0004946277,0.002251141,0.02148014,0.01909481,0.001776223,0.00554862,0.01391928],"category_scores_gemma":[0.01527477,0.0003583287,0.0005621628,0.002428182,0.02549612,0.02142409,0.007341763,0.005828176,0.003584549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005888609,"about_ca_system_score_gemma":0.005118525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007704836,"about_ca_topic_score_gemma":0.01299795,"domain_scores_codex":[0.9891272,0.007320592,0.0001955532,0.0009927631,0.001380095,0.000983831],"domain_scores_gemma":[0.9894365,0.00537848,0.0007414392,0.0009270063,0.001711985,0.001804635],"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":[0.00007825406,0.00009347546,0.003785218,0.0004701813,0.00002282857,0.001293183,0.4881469,0.00005791637,0.001024775,0.3339165,0.1010322,0.07007854],"study_design_scores_gemma":[0.000009348792,0.00004615948,0.0008313832,0.0005683285,0.00001316247,0.0006541851,0.2432772,0.000106332,0.0006053005,0.0307962,0.7230582,0.00003416774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1117962,0.02771829,0.02187373,0.4116705,0.01506456,0.000491665,0.0003895731,0.0004343528,0.4105612],"genre_scores_gemma":[0.7337665,0.01726271,0.01196573,0.06889812,0.00280096,0.0008492464,0.0003189437,0.0006818227,0.1634559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02148014,"threshold_uncertainty_score":0.0465647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636955723950644,"score_gpt":0.2344177627679137,"score_spread":0.2180482055284073,"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."}}