{"id":"W2783411676","doi":"10.1145/3161170","title":"Flower-Pop","year":2018,"lang":"en","type":"article","venue":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Conversation; Casual; Facilitation; Sociocultural evolution; Mediation; Psychology; Computer science; Human–computer interaction; Communication; Multimedia; Social psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004598715,0.0001344706,0.0002050967,0.0001045159,0.0005569835,0.0001249123,0.001304445,0.000166111,0.0000201809],"category_scores_gemma":[0.009406657,0.00009547828,0.00007359195,0.0003926674,0.001600456,0.0003199536,0.000735797,0.0002695963,0.00001763255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007023921,"about_ca_system_score_gemma":0.00003991548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187981,"about_ca_topic_score_gemma":0.00007119933,"domain_scores_codex":[0.9989312,0.00001558828,0.0001737992,0.0002656751,0.0002955719,0.0003181842],"domain_scores_gemma":[0.9988464,0.0003199673,0.0001876991,0.0002479713,0.0003638443,0.00003409096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009200926,0.0007015184,0.02712652,0.0001912631,0.0002561056,0.000002487744,0.05411905,7.30361e-7,0.04215098,0.09521661,0.04982992,0.7294847],"study_design_scores_gemma":[0.0004027268,0.001526654,0.002573841,0.001122123,0.00004803619,0.000004570727,0.2232163,0.000007964575,0.4316405,0.1779387,0.1610127,0.0005058889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291103,0.0001231622,2.95094e-7,0.002550113,0.0004321109,0.0002926746,0.000003236545,0.0003370823,0.167151],"genre_scores_gemma":[0.997096,0.0003196907,0.0001570934,0.00007531299,0.0001608295,0.00008569098,7.956239e-8,0.00001208228,0.002093226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7289788,"threshold_uncertainty_score":0.9989375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274113120789922,"score_gpt":0.2915639990126815,"score_spread":0.2788228678047823,"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."}}