{"id":"W6911512565","doi":"10.5281/zenodo.1257652","title":"majeau-bettez/LiSET: Initial release","year":2018,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"System lifecycle; Product life-cycle management; Cluster analysis; Emerging technologies; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005454762,0.003148738,0.001747313,0.005209795,0.001230195,0.005170078,0.005237537,0.002415079,0.1821642],"category_scores_gemma":[0.02238348,0.002517715,0.003552333,0.00332915,0.0008397535,0.005766236,0.005573777,0.004193828,0.1475745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423332,"about_ca_system_score_gemma":0.002344088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005474542,"about_ca_topic_score_gemma":0.006379262,"domain_scores_codex":[0.9976147,0.0003266594,0.0001900645,0.0003103294,0.001286308,0.0002719111],"domain_scores_gemma":[0.9946817,0.00239424,0.0002744644,0.0009907265,0.001265294,0.0003935794],"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":[0.0005265007,0.000140814,0.001350172,0.001156834,0.0001462408,0.000322717,0.0003504966,0.004600532,0.002816263,0.01675519,0.8658584,0.1059758],"study_design_scores_gemma":[0.0002826081,0.0000834997,0.001192712,0.0004914908,0.00005705404,0.0003577438,0.00008989773,0.01872529,0.00505462,0.02079083,0.952695,0.0001793079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001642774,0.0007919181,0.2682506,0.001136481,0.0007612214,0.0005429424,0.06794932,0.6311703,0.0277544],"genre_scores_gemma":[0.03082521,0.001924766,0.3995313,0.001441273,0.0004807701,0.002756487,0.2006547,0.3122994,0.05008621],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1821642,"threshold_uncertainty_score":0.6093999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06051575457449037,"score_gpt":0.3186392912507824,"score_spread":0.258123536676292,"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."}}